repytex/notes_tools/tools/evaluation.py
2017-03-23 20:29:16 +03:00

145 lines
4.2 KiB
Python

#!/usr/bin/env python
# encoding: utf-8
import pandas as pd
import numpy as np
class Student(object):
"""
Informations on a student which can be use inside template.
Those informations should not be modify or use for compute analysis otherwise they won't be spread over other POV.
"""
def __init__(self, quest_df, exo_df, eval_df):
"""
Description of a student from quest, exo and eval
"""
name = {*quest_df["Eleve"].unique(),
*exo_df["Eleve"].unique(),
*eval_df["Eleve"].unique(),
}
if len(name) != 1:
raise ValueError("Can't initiate Student: dfs contains different student names")
self.name = name.pop()
evalname = {*quest_df["Nom"].unique(),
*exo_df["Nom"].unique(),
*eval_df["Nom"].unique(),
}
if len(evalname) != 1:
raise ValueError("Can't initiate Student: dfs contains different evaluation names")
self.quest_df = quest_df
self.exo_df = exo_df
self.eval = eval_df.to_dict('records')[0]
@property
def latex_exo_tabulars(self):
""" Return list of latex tabulars. One by exercise of the evaluation """
try:
self._latex_exo_tabulars
except AttributeError:
self._latex_exo_tabulars = self.build_latex_exo_tabulars()
return self._latex_exo_tabulars
def build_latex_exo_tabulars(self):
tabulars = []
for t in self.exo_df["Exercice"]:
tabulars.append(self.build_latex_exo_tabular(t))
return tabulars
def build_latex_exo_tabular(self, exo_name):
exo = self.exo_df[self.exo_df["Exercice"] == exo_name]
quest = self.quest_df[self.quest_df["Exercice"] == exo_name]
tabular = [r"\begin{tabular}{|p{2cm}|c|}"]
tabular.append(r"\hline")
if type(exo_name) == int:
tabular.append(f"Exercice {exo_name} & {exo['Mark_barem'].all()} \\\\")
else:
tabular.append(f"{exo_name} & {exo['Mark_barem'].all()} \\\\")
tabular.append(r"\hline")
if len(quest) > 1:
for _, q in quest.iterrows():
line = ""
if not pd.isnull(q["Question"]):
line += str(q['Question'])
if not pd.isnull(q["Commentaire"]):
line += str(q['Commentaire'])
line += " & "
if q["Niveau"] == 1:
line += q['Latex_rep']
else:
line += str(q['Mark'])
tabular.append(line)
tabular.append(r"\hline")
tabular.append(r"\end{tabular}")
return '\n'.join(tabular)
class Classe(object):
"""
Informations on a class which can be use inside template.
Those informations should not be modify or use for compute analysis otherwise they won't be spread over other POV.
"""
pass
# TODO: à factoriser Il y a la même dans term.py |jeu. mars 23 19:36:28 EAT 2017
def select(quest_df, exo_df, eval_df, index, value):
""" Return quest, exo and eval rows which correspond index == value
:param quest_df: TODO
:param exo_df: TODO
:param eval_df: TODO
"""
qu = quest_df[quest_df[index] == value]
exo = exo_df[exo_df[index] == value]
ev = eval_df[eval_df[index] == value]
return qu, exo, ev
def select_contains(quest_df, exo_df, eval_df, index, name_part):
""" Return quest, exo and eval rows which contains name_part
:param quest_df: TODO
:param exo_df: TODO
:param eval_df: TODO
"""
qu = quest_df[quest_df[index].str.contains(name_part)]
exo = exo_df[exo_df[index].str.contains(name_part)]
ev = eval_df[eval_df[index].str.contains(name_part)]
return qu, exo, ev
def students_pov(quest_df, exo_df, eval_df):
es = []
for e in eval_df["Eleve"].unique():
d = select(quest_df, exo_df, eval_df, "Eleve", e)
eleve = Student(*d)
es.append(eleve)
return es
def class_pov(quest_df, exo_df, eval_df):
return Classe(quest_df, exo_df, eval_df)
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