Commit e611ae02 authored by Legton's avatar Legton
Browse files

analises com json terminadas

parent 84dbbfee
import pandas as pd
import numpy as np
import math
import json
from utils.situations import Situation, EvasionForm
......@@ -106,6 +107,9 @@ def average_graduation_time(df):
return average_time
def total_students(df):
return df.drop_duplicates('MATR_ALUNO').shape[0]
def current_total_students(df):
return df.loc[(df.FORMA_EVASAO == EvasionForm.EF_ATIVO)].drop_duplicates('MATR_ALUNO').shape[0]
def taxa_abandono(df):
......@@ -176,4 +180,29 @@ def build_dict_ira_medio(alunos):
v2 = float(aux[1])
dic[d] = sum((float(num) >= v1) and (float(num) < v2) for num in iras)
return dic
\ No newline at end of file
return dic
def build_degree_json(df):
def merge_dicts(dict1, dict2, dict3):
dict_out = {}
for key, value in dict1.items():
v2 = dict2[key] if key in dict2 else None
v3 = dict3[key] if key in dict3 else None
dict_out[key] = {'ira_medio': value, 'sem_evasao': v2, 'formatura': v3}
return dict_out
dic = merge_dicts(average_ira_graph(df),current_students_average_ira_graph(df),graduates_average_ira_graph(df))
degree_json = {
"ira_medio_grafico": json.dumps(sorted(dic.items())),
"evasao_grafico": json.dumps(sorted(period_evasion_graph(df).items())),
"ira_atual": current_students_ira(df),
"ira_medio": general_ira(df),
"qtd_alunos": total_students(df),
"qtd_alunos_atuais": current_total_students(df),
"taxa_evasao": general_evasion_rate(df),
"taxa_formatura": average_graduation(df),
"taxa_reprovacao": general_failure(df),
"taxa_reprovacao_atual": current_students_failure(df),
"tempo_formatura": average_graduation_time(df),
}
with open("cache/curso/curso.json",'w') as f:
f.write(json.dumps(degree_json,indent=4))
\ No newline at end of file
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