openAI requests for categories and questions
This commit is contained in:
SDE
2023-05-27 07:40:36 +03:00
parent 595d98908a
commit b033f5c96d
18 changed files with 381 additions and 5 deletions

View File

@@ -28,7 +28,10 @@ class BaseModel(models.Model):
json_data = models.JSONField(verbose_name=_('Дополнительные данные'), default=dict, blank=True)
def __str__(self):
return self.name
if self.name:
return self.name
else:
return str(self.id)
def get_node_by_name(self, node_name):
if not self.json_data or not node_name in self.json_data:

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@@ -0,0 +1,56 @@
import time
import requests
def send_request(msg):
# url = 'https://api.openai.com/v1/chat/completions'
# headers = {
# 'Content-Type': 'application/json',
# 'Authorization': 'Bearer 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'
# }
# data = {
# "model": "gpt-3.5-turbo",
# "messages": [{
# "role": "user",
# "content": msg
# }]
# }
# res = requests.post(url=url, headers=headers, data=data)
import os
import openai
openai.api_key = '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'
res = None
while not res:
s = f'send request >>> {msg}'
print(s)
try:
res = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{
"role": "user",
"content": msg
}
]
)
except Exception as e:
msg = f'!!! --- OpenAI send_request fail = {str(e)} > sleep 60sec'
print(msg)
time.sleep(60)
# send_request(msg)
if res and 'OpenAI account' in res['choices'][0]['message']['content']:
msg = f"!!! --- OpenAI send_request fail = {str(res['choices'][0]['message']['content'])} > sleep 60sec"
print(msg)
res = None
time.sleep(60)
return res

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@@ -121,7 +121,7 @@ TIME_ZONE = 'Europe/Minsk'
USE_I18N = True
USE_TZ = True
USE_TZ = False
# Static files (CSS, JavaScript, Images)

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@@ -23,5 +23,6 @@ from django.conf import settings
urlpatterns = [
path('admin/', admin.site.urls),
path('ckeditor/', include('ckeditor_uploader.urls')),
path('', include('QuestionsApp.urls'))
]
urlpatterns += static(settings.STATIC_URL, document_root=settings.STATIC_ROOT) + static(settings.MEDIA_URL, document_root=settings.MEDIA_ROOT)

View File

3
GPTgeneratorAPI/admin.py Normal file
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@@ -0,0 +1,3 @@
from django.contrib import admin
# Register your models here.

6
GPTgeneratorAPI/apps.py Normal file
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@@ -0,0 +1,6 @@
from django.apps import AppConfig
class GptgeneratorapiConfig(AppConfig):
default_auto_field = 'django.db.models.BigAutoField'
name = 'GPTgeneratorAPI'

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@@ -0,0 +1,3 @@
from django.db import models
# Create your models here.

3
GPTgeneratorAPI/tests.py Normal file
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@@ -0,0 +1,3 @@
from django.test import TestCase
# Create your tests here.

195
GPTgeneratorAPI/views.py Normal file
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@@ -0,0 +1,195 @@
import time
from django.shortcuts import render
from BaseModels.openAI.openAI_funcs import send_request
def get_questions_for_category(category, quest_count, level):
# if level == 1:
name_level = 'простой'
if level == 2:
name_level = 'средний'
if level == 3:
name_level = 'сложный'
# msg = f'создай список (в одну строку, без нумерации) из {quest_count} вопросов уровня сложности "{name_level}" по 3 ответа на каждый из них по теме ' \
# f'"{category.name}", ответы выведи в одну строку с разделителем "|", перед правильным ответом поставь символ "~", перед строкой каждого вопроса ставь символ "#"'
msg = f'Cоздай список (в одну строку, без нумерации) из {quest_count} вопросов по теме "{category.name}", уровень сложности вопросов - "{name_level}", к каждому вопросу подготовь 2 неверных ответа и 1 верный (без нумерации, с разделителем "|"), перед верным ответом поставь символ "~", перед каждым вопросом поставь символ "#"'
# print(msg)
res = send_request(msg)
return res
def get_questions():
from QuestionsApp.models import Question, QuestionCategory, Answer
answers_count = 3
request_questions_count = 2
from django.db.models import Count, F
cats = QuestionCategory.objects.filter(enable=True).exclude(parent_category=None).annotate(
quest_count=Count('rel_questions_for_category')
).order_by('quest_count')
for cat in cats:
for level in [1, 2, 3]:
res = get_questions_for_category(cat, request_questions_count, level)
data = res['choices'][0]['message']['content']
print(data)
res_quests = data.split('#')
for res_quest in res_quests:
if not res_quest:
continue
check_right_answer_count = 0
try:
res_quest_struct_list = res_quest.split('|')
if len(res_quest_struct_list) < 2:
continue
quest_for_add = prepare_phrase(res_quest_struct_list[0])
if not quest_for_add:
continue
print(quest_for_add)
quest_dublicate = Question.objects.filter(name=quest_for_add).count()
if quest_dublicate:
msg = f'! - дубликат вопроса "{quest_for_add}" > пропускаем'
print(msg)
continue
quest_obj = Question.objects.create(
name=quest_for_add,
category=cat,
game_level=level,
)
answer_objs_list = []
answers_list = res_quest_struct_list[1:]#.split('|')
for answer in answers_list:
if not answer:
continue
right_answer = False
answer = answer.strip()
if answer[0] == '~':
right_answer = True
check_right_answer_count += 1
answer_for_add = prepare_phrase(answer)
if not answer_for_add:
continue
answer_obj = Answer(
name=answer_for_add,
right_answer=right_answer,
question=quest_obj
)
answer_objs_list.append(answer_obj)
print(f' - {answer_for_add} > {right_answer}')
if len(answer_objs_list) != answers_count or check_right_answer_count != 1:
Question.objects.filter(id=quest_obj.id).delete()
msg = f'!!! - неверное количество ответов или правильных ответов'
print(msg)
continue
Answer.objects.bulk_create(answer_objs_list)
except Exception as e:
msg = f'!!! --- get_questions question {res_quest} > processed ERROR = {str(e)}'
print(msg)
# максимум 3 запроса в минуту
time.sleep(30)
return True
def get_sub_categories_for_category(category):
msg = f'создай 500 подтематик для тематики {category.name} и выведи с разделителем ^ в одну строку без нумерации'
print(msg)
res = send_request(msg)
return res
def prepare_phrase(phrase):
try:
name = phrase.replace('\n', '')
while name and name[-1] in (',', '.', ':', ';', '-', ' '):
name = name[:-1]
while name and name[0] in (',', '.', ':', ';', '-', ' ', '~'):
name = name[1:]
if len(name) > 3 and name[1] == '.':
name = name[2:]
if len(name) > 3 and name[1] == ' ':
try:
i = int(name[0])
name = name[2:]
except:
pass
name = name[2:]
# убираем маркировку подпунктов
if name and name[1] == ')':
name = name[2:]
name = name.strip()
except Exception as e:
msg = f'prepare_phrase "{phrase}" error = {str(e)}'
print(msg)
name = ''
return name
def get_subcategories():
from QuestionsApp.models import QuestionCategory
categories = QuestionCategory.objects.all()
cats_names_list = list(categories.values_list('name', flat=True))
for cat in categories:
sub_cats_objs = []
res = get_sub_categories_for_category(cat)
data = res['choices'][0]['message']['content']
# data = data.replace('-', '')
sub_cats_list = data.split('^')
for sub_cat in sub_cats_list:
name = prepare_phrase(sub_cat)
if not name:
msg = f'! - {sub_cat} > проблема в строке, пропускаем'
print(msg)
continue
if name in cats_names_list:
msg = f'! - {name} > пропускаем, дубликат'
print(msg)
continue
print(name)
sub_cat_obj = QuestionCategory(
name=name,
parent_category=cat
)
sub_cats_objs.append(sub_cat_obj)
cats_names_list.append(name)
QuestionCategory.objects.bulk_create(sub_cats_objs)
# cat.parsed = True
return True

View File

@@ -1,9 +1,18 @@
from django.contrib import admin
from BaseModels.admin_utils import Admin_BaseIconModel
from BaseModels.admin_utils import *
from .models import *
class Admin_Question(Admin_BaseIconModel):
class Admin_QuestionCategory(Admin_BaseIconModel):
pass
admin.site.register(QuestionCategory, Admin_QuestionCategory)
class Admin_AnswerTabularInline(Admin_BaseIconTabularModel):
fields = ['name', 'right_answer', 'order']
model = Answer
extra = 0
class Admin_Question(Admin_BaseIconModel):
inlines = [Admin_AnswerTabularInline]
admin.site.register(Question, Admin_Question)
class Admin_Answer(Admin_BaseIconModel):

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@@ -0,0 +1,38 @@
# Generated by Django 4.2.1 on 2023-05-19 12:37
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('QuestionsApp', '0001_initial'),
]
operations = [
migrations.CreateModel(
name='QuestionCategory',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('name', models.TextField(blank=True, help_text='Название', null=True, verbose_name='Название')),
('name_plural', models.TextField(blank=True, null=True, verbose_name='Название (множественное число)')),
('order', models.IntegerField(blank=True, null=True, verbose_name='Очередность отображения')),
('createDT', models.DateTimeField(auto_now_add=True, verbose_name='Дата и время создания')),
('modifiedDT', models.DateTimeField(blank=True, null=True, verbose_name='Дата и время последнего изменения')),
('enable', models.BooleanField(db_index=True, default=True, verbose_name='Включено')),
('json_data', models.JSONField(blank=True, default=dict, verbose_name='Дополнительные данные')),
('parsed', models.BooleanField(default=False, verbose_name='Использован')),
('parent_category', models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, related_name='categories_for_parentCategory', to='QuestionsApp.questioncategory', verbose_name='Родительская категория')),
],
options={
'verbose_name': 'Категория вопроса',
'verbose_name_plural': 'Категории вопросов',
},
),
migrations.AddField(
model_name='question',
name='category',
field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, related_name='rel_questions_for_category', to='QuestionsApp.questioncategory', verbose_name='Категория'),
),
]

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@@ -0,0 +1,19 @@
# Generated by Django 4.2.1 on 2023-05-19 13:44
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('QuestionsApp', '0002_questioncategory_question_category'),
]
operations = [
migrations.AlterField(
model_name='questioncategory',
name='parent_category',
field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='categories_for_parentCategory', to='QuestionsApp.questioncategory', verbose_name='Родительская категория'),
),
]

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@@ -2,8 +2,33 @@ from django.db import models
from BaseModels.base_models import BaseModel
from django.utils.translation import gettext_lazy as _
class QuestionCategory(BaseModel):
parent_category = models.ForeignKey(
'QuestionCategory', verbose_name=_('Родительская категория'), related_name='categories_for_parentCategory',
on_delete=models.CASCADE, null=True, blank=True
)
parsed = models.BooleanField(verbose_name='Использован', default=False)
def __str__(self):
if self.name:
return f'{self.name}'
else:
return str(self.id)
class Meta:
verbose_name = _('Категория вопроса')
verbose_name_plural = _('Категории вопросов')
class Question(BaseModel):
category = models.ForeignKey(
QuestionCategory, verbose_name='Категория', related_name='rel_questions_for_category',
on_delete=models.SET_NULL, null=True
)
game_level = models.IntegerField(verbose_name=_('Уровень игры'), default=1)
time_for_answer = models.IntegerField(verbose_name=_('Время на ответ (сек)'), default=7)
used_count = models.IntegerField(verbose_name=_('Количество использования'), default=0)

7
QuestionsApp/urls.py Normal file
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@@ -0,0 +1,7 @@
from django.contrib import admin
from django.urls import path, include
from .views import *
urlpatterns = [
path('test_code', test_code, name='test_code')
]

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@@ -1,3 +1,9 @@
from django.shortcuts import render
from django.http import HttpResponse
# Create your views here.
def test_code(request):
from GPTgeneratorAPI.views import get_subcategories, get_questions
# res = get_subcategories()
res = get_questions()
return HttpResponse(str(res))

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@@ -2,3 +2,5 @@ Django==4.2.1
django-ckeditor==6.5.1
django-modeltranslation==0.18.9
psycopg2-binary==2.9.6
openai
requests