Commit e2b15fe7 by Odair M.

parents 6cfd830d 7806f113
 ... ... @@ -12,127 +12,3 @@ def listagem_turma_ingresso(df): print(t) print("\n\n") print(df["FORMA_INGRESSO"][grupos[t]].drop_duplicates()) def listagem_alunos_ativos(df): return list(df["MATR_ALUNO"][df["FORMA_EVASAO"] == EvasionForm.EF_ATIVO].drop_duplicates()) def posicao_turmaIngresso_semestral(df): iras = ira_semestral(df) iraMax = {} for matr in iras: for semestreAno in iras[matr]: if not (semestreAno in iraMax): iraMax[semestreAno] = iras[matr][semestreAno] else: if (iras[matr][semestreAno] > iraMax[semestreAno]): iraMax[semestreAno] = iras[matr][semestreAno] for matr in iras: for semestreAno in iras[matr]: iras[matr][semestreAno] /= iraMax[semestreAno] return iras def periodo_real(df): aux = df.groupby(["MATR_ALUNO"]) students = {} for x in aux: students[x[0]] = None return students def periodo_pretendido(df): aux = df.groupby(["MATR_ALUNO", "ANO_INGRESSO", "SEMESTRE_INGRESSO"]) students = {} for x in aux: students[x[0][0]] = (ANO_ATUAL - int(x[0][1])) * 2 + SEMESTRE_ATUAL - int(x[0][2]) + 1 return students def ira_semestral(df): aux = ira_por_quantidade_disciplinas(df) for matr in aux: for periodo in aux[matr]: aux[matr][periodo] = aux[matr][periodo][0] return aux def ira_por_quantidade_disciplinas(df): students = {} df = df.dropna(subset=["MEDIA_FINAL"]) total_students = len(df["MATR_ALUNO"]) for i in range(total_students): matr = (df["MATR_ALUNO"][i]) if (not (matr in students)): students[matr] = {} ano = str(int(df["ANO"][i])) semestre = str(df["PERIODO"][i]) situacao = int(df["SITUACAO"][i]) nota = float(df["MEDIA_FINAL"][i]) media_credito = int(df["MEDIA_CREDITO"][i]) if (situacao in Situation.SITUATION_AFFECT_IRA and media_credito != 0): if not (ano + "/" + semestre in students[matr]): students[matr][ano + "/" + semestre] = [0, 0] students[matr][ano + "/" + semestre][0] += nota students[matr][ano + "/" + semestre][1] += 1 for matr in students: for periodo in students[matr]: if (students[matr][periodo][1] != 0): students[matr][periodo][0] /= students[matr][periodo][1] * 100 return (students) def indice_aprovacao_semestral(df): students = {} df = df.dropna(subset=['MEDIA_FINAL']) total_students = len(df["MATR_ALUNO"]) for i in range(total_students): matr = (df["MATR_ALUNO"][i]) if (not (matr in students)): students[matr] = {} ano = str(int(df["ANO"][i])) semestre = str(df["PERIODO"][i]) situacao = int(df["SITUACAO"][i]) if not (ano + "/" + semestre in students[matr]): students[matr][ano + "/" + semestre] = [0, 0] if situacao in Situation.SITUATION_PASS: students[matr][ano + "/" + semestre][0] += 1 students[matr][ano + "/" + semestre][1] += 1 if situacao in Situation.SITUATION_FAIL: students[matr][ano + "/" + semestre][1] += 1 return (students) def aluno_turmas(df): students = {} df = df.dropna(subset=['MEDIA_FINAL']) situations = dict(Situation.SITUATIONS) for matr, hist in df.groupby('MATR_ALUNO'): students[matr] = [] for _, row in hist.iterrows(): data = { 'ano': str(int(row["ANO"])), 'codigo': row["COD_ATIV_CURRIC"], 'nome': row["NOME_ATIV_CURRIC"], 'nota': row["MEDIA_FINAL"], 'semestre': row["PERIODO"], 'situacao': situations.get(row["SITUACAO"], Situation.SIT_OUTROS) } students[matr].append(data) return students
 import numpy as np #~ TODO: #~ FAZER CACHE DE TUDO #~ AO CHAMAR A FUNCAO VERIFICAR SE TEM ALGO NA CACHE from utils.situations import * import pandas as pd ANO_ATUAL = 2017 SEMESTRE_ATUAL = 2 def listagem_alunos_ativos(df): return list(df["MATR_ALUNO"][df["FORMA_EVASAO"] == EvasionForm.EF_ATIVO].drop_duplicates()) def listagem_alunos(df): #~ ativos = df[["MATR_ALUNO", "NOME_PESSOA",]][df["FORMA_EVASAO"] == EvasionForm.EF_ATIVO].drop_duplicates() situacoes = df.groupby(["MATR_ALUNO", "NOME_PESSOA", "FORMA_EVASAO"]) situacoes = list(pd.DataFrame({'count' : situacoes.size()}).reset_index().groupby(["FORMA_EVASAO"])) #~ Cria lista de nome de listagens retorno = {} for s in situacoes: #Busca a lista de alunos relacionados a um codigo retorno[s[0]] = list(s[1]["MATR_ALUNO"]) return retorno def ira_alunos(df): iras = ira_por_quantidade_disciplinas(df) for i in iras: ira_total = 0 carga_total = 0 for semestre in iras[i]: ira_total += iras[i][semestre][0]*iras[i][semestre][2] carga_total+=iras[i][semestre][2] if(carga_total != 0): iras[i] = ira_total/carga_total else: iras[i] = 0 return iras def taxa_aprovacao(df): aprovacoes_semestres = indice_aprovacao_semestral(df) for aluno in aprovacoes_semestres: total = sum([aprovacoes_semestres[aluno][s][1] for s in aprovacoes_semestres[aluno]]) aprovacoes = sum([aprovacoes_semestres[aluno][s][0] for s in aprovacoes_semestres[aluno]]) total = float(total) aprovacoes = float(aprovacoes) if(total != 0): aprovacoes_semestres[aluno] = aprovacoes/total else: aprovacoes_semestres[aluno] = None #~ for semestre in aprovacoes_semestres[aluno]: #~ aprovacoes+=aprovacoes_semestres[aluno][semestre][0] #~ total+=aprovacoes_semestres[semestre][1] return aprovacoes_semestres def posicao_turmaIngresso_semestral(df): iras = ira_semestral(df) ... ... @@ -59,7 +105,7 @@ def ira_por_quantidade_disciplinas(df): total_students = len(df["MATR_ALUNO"]) for i in range(total_students): matr = (df["MATR_ALUNO"][i]) matr = df["MATR_ALUNO"][i] if (not (matr in students)): students[matr] = {} ... ... @@ -67,19 +113,24 @@ def ira_por_quantidade_disciplinas(df): semestre = str(df["PERIODO"][i]) situacao = int(df["SITUACAO"][i]) nota = float(df["MEDIA_FINAL"][i]) media_credito = int(df["MEDIA_CREDITO"][i]) if (situacao in Situation.SITUATION_AFFECT_IRA and media_credito != 0): carga = float(df["CH_TOTAL"][i]) #media_credito = int(df["MEDIA_CREDITO"][i]) #if (situacao in Situation.SITUATION_AFFECT_IRA and media_credito != 0): if (situacao in Situation.SITUATION_AFFECT_IRA): if not (ano + "/" + semestre in students[matr]): students[matr][ano + "/" + semestre] = [0, 0] students[matr][ano + "/" + semestre][0] += nota students[matr][ano + "/" + semestre] = [0, 0, 0] students[matr][ano + "/" + semestre][0] += nota*carga students[matr][ano + "/" + semestre][1] += 1 students[matr][ano + "/" + semestre][2] += carga for matr in students: for periodo in students[matr]: if (students[matr][periodo][1] != 0): students[matr][periodo][0] /= students[matr][periodo][1] * 100 if (students[matr][periodo][2] != 0): students[matr][periodo][0] /= students[matr][periodo][2] * 100 return (students) ... ... @@ -104,6 +155,7 @@ def indice_aprovacao_semestral(df): students[matr][ano + "/" + semestre][1] += 1 if situacao in Situation.SITUATION_FAIL: students[matr][ano + "/" + semestre][1] += 1 return (students) ... ...
 ... ... @@ -107,6 +107,9 @@ def generate_student_data(path, dataframe): (aluno_turmas(dataframe), "aluno_turmas"), (taxa_aprovacao(dataframe), "taxa_aprovacao"), ] for x in student_data: ... ... @@ -115,6 +118,21 @@ def generate_student_data(path, dataframe): save_json(path+x+".json", student_data[x]) listagens_arquivos = [ EvasionForm.EF_ABANDONO, EvasionForm.EF_DESISTENCIA, EvasionForm.EF_FORMATURA, EvasionForm.EF_ATIVO ] listagens = listagem_alunos(dataframe) for l in listagens: if(l in listagens_arquivos): save_json(path+"listagem/"+str(l)+".json", listagens[l]) #Falta verificar se alguem nao recebeu algumas analises def generate_student_list(path): ... ...
src/.gitignore 0 → 100644
 media/*
 The MIT License (MIT) Copyright (c) 2016 Simple is Better Than Complex Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 # Simple File Upload Example Example used in the blog post [How to Upload Files With Django](https://simpleisbetterthancomplex.com/tutorial/2016/08/01/how-to-upload-files-with-django.html) ## Running Locally ```bash git clone https://github.com/sibtc/simple-file-upload.git ``` ```bash pip install -r requirements.txt ``` ```bash python manage.py migrate ``` ```bash python manage.py runserver ```
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