From c7d3f69549f8181d69a6193ec5f0de2abe878fc2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D0=90=D0=BD=D0=B4=D1=80=D0=B5=D0=B9=20=D0=A1=D1=83=D0=BC?=
 =?UTF-8?q?=D0=B8=D0=BD?= <dreamonovich@yandex.ru>
Date: Mon, 3 Mar 2025 19:32:42 +0300
Subject: [PATCH] feat: added some data generation

---
 .../apps/core/contents/images/dano.jpg        | Bin 0 -> 118481 bytes
 .../apps/core/contents/images/pikinevich.jpeg | Bin 0 -> 6866 bytes
 .../apps/core/contents/images/shakhov.jpeg    | Bin 0 -> 4140 bytes
 .../commands/generate_pretty_data.py          | 526 +++++++++++++++---
 4 files changed, 451 insertions(+), 75 deletions(-)
 create mode 100644 services/backend/apps/core/contents/images/dano.jpg
 create mode 100644 services/backend/apps/core/contents/images/pikinevich.jpeg
 create mode 100644 services/backend/apps/core/contents/images/shakhov.jpeg

diff --git a/services/backend/apps/core/contents/images/dano.jpg b/services/backend/apps/core/contents/images/dano.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4211cbaa7e6e782fd6def616f0363a4dd53900df
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diff --git a/services/backend/apps/core/management/commands/generate_pretty_data.py b/services/backend/apps/core/management/commands/generate_pretty_data.py
index 2a9da0a..bbcd67c 100644
--- a/services/backend/apps/core/management/commands/generate_pretty_data.py
+++ b/services/backend/apps/core/management/commands/generate_pretty_data.py
@@ -2,6 +2,7 @@ import random
 import uuid
 from datetime import timedelta, datetime
 
+from PIL.Image import Image
 from django.conf import settings
 from django.contrib.auth.hashers import make_password
 from django.core.files.base import ContentFile, File
@@ -13,10 +14,11 @@ from apps.review.models import Reviewer
 from apps.task.models import (
     CompetitionTask,
     CompetitionTaskCriteria,
-    CompetitionTaskSubmission,
+    CompetitionTaskSubmission, CompetitionTaskAttachment,
 )
 from apps.user.models import User, UserRole
 
+# Примеры файлов с правильными ответами
 ans1 = ContentFile(
     b"1984",
     name=f"submission_{uuid.uuid4().hex}.txt",
@@ -25,46 +27,86 @@ ans2 = ContentFile(
     b"3",
     name=f"submission_{uuid.uuid4().hex}.txt",
 )
+ans3 = ContentFile(
+    b"42",
+    name=f"submission_{uuid.uuid4().hex}.txt",
+)
+ans4 = ContentFile(
+    b"11",
+    name=f"submission_{uuid.uuid4().hex}.txt",
+)
+dataset = ContentFile(
+    b"it is a dataset",
+    name=f"dataset-{uuid.uuid4().hex}.txt",
+)
+dataset2 = ContentFile(
+    b"it is a dataset",
+    name=f"dataset-{uuid.uuid4().hex}.csv",
+)
 
 now = timezone.now()
+
+image_dir = f"{settings.BASE_DIR}/apps/core/contents/images"
+f = open(f"{image_dir}/dano.jpg", "rb")
+dano_image = File(f, name="dano.jpg")
+
+# Расширенный список соревнований, включая 3 новых
 competitions = [
     {
-        "obj": None, # докидывает в процессе
+        "obj": None,  # будет заполнено позже
         "title": "DANO. Финал",
         "description": "Олимпиада по анализу данных от Т-Банка и ВШЭ",
         "start_date": now - timedelta(days=2),
         "end_date": now + timedelta(days=5),
         "type": "competitive",
         "participation_type": "solo",
+        "image": dano_image,
         "tasks": [
             {
                 "obj": None,
                 "title": "Задача 1",
-                "description": """На маркетплейсе «Е-шопинг» продаются различные товары. Одна из задач аналитика —
-прогнозировать, сколько товаров будет продаваться при определенной цене. В ходе
-исследований и экспериментов был выявлен вид зависимости:
-$Q(P) = Q_0 \times e^{E \times \frac{P_0 - P}{P_0}}$
+                "description": (
+                    """
+На маркетплейсе «Е-шопинг» продаются различные товары. Одна из задач аналитика — 
+прогнозировать, сколько товаров будет продаваться при определенной цене. В ходе исследований 
+был выявлен вид зависимости:\n
+$Q(P) = Q_0 \\times e^{E \\times \\frac{P_0 - P}{P_0}}$\n
 где Q — это количество проданных единиц товара при цене P,
 Q 0 — количество проданных единиц товара при цене P0 ,
 E — коэффициент чувствительности количества проданных единиц товара к изменению
 цены.
+1. Кофемашину «Кофе каждый день» купили 200 000 раз (Q 0 ) при цене 20 000 ₽ (P 0
+).
+Позже продавец поднял цену на 5 000 ₽, при этом продажи сократились на 24 000
+штук. Какой коэффициент чувствительности Е имеет этот товар? Ответ округлите
+до двух знаков после запятой.
+2. Потом продавец решил поставить новую цену на эту же модель: 22 000 ₽. Сколько
+продаж согласно нашей зависимости будет у этого товара? Используйте результаты
+предыдущего пункта. Ответ округлите до целых.
+3. Другой продавец предлагает на нашем маркетплейсе кухонные ножи и сковородки.
+Благодаря исследованиям были получены следующие формулы зависимостей
+количества проданных товаров:
 
 Найдите, сколько заработает продавец при цене по 3 000 ₽ за нож и сковороду
 при условии, что себестоимость ножа — 1 000 ₽, а сковородки — 2 000 ₽.Ответ
-округлите до целых.""".strip(),
+округлите до целых.
+Найдите, сколько заработает продавец при цене по 3 000 ₽ за нож и сковороду при условии, 
+что себестоимость ножа — 1 000 ₽, а сковородки — 2 000 ₽. Ответ округлите до целых.
+                    """.strip()
+                ),
                 "type": CompetitionTask.CompetitionTaskType.INPUT.value,
                 "points": 3,
                 "submission_reviewers_count": 2,
                 "max_attempts": 20,
-                "correct_answer_file": ans1
+                "correct_answer_file": ans1,
             },
             {
                 "obj": None,
                 "title": "Задача 2",
-                "description": """
-Напишите "hello_dano" на питоне
-""".strip(),
+                "description": "Найдите максимальную зарплату программиста из датасета на питоне",
                 "type": CompetitionTask.CompetitionTaskType.CHECKER.value,
+                "attachment": dataset,
+                "attachment_path": "dataset",
                 "points": 25,
                 "submission_reviewers_count": 2,
                 "max_attempts": 50,
@@ -72,60 +114,66 @@ E — коэффициент чувствительности количеств
             {
                 "obj": None,
                 "title": "Задача 3",
-                "description": """Небольшой интернет-магазин собрал данные о действиях пользователей на своем сайте
+                "attachment": dataset2,
+                "attachment_path": "dataset2",
+                "description": """
+Небольшой интернет-магазин собрал данные о действиях пользователей на своем сайте
 за последние несколько месяцев.
 ecommerce_logs.csv — журнал действий пользователей:
-• user_id — идентификатор пользователя.
-• action — тип действия пользователя:
-— visit — посещение сайта;
-— click — клик на карточку товара;
-— cart — добавление товара в корзину;
-— delete — удаление товара из корзины;
-— purchase — покупка товаров.
-• date_time — время совершения действия.
-• product_id — идентификатор товара.
-• quantity — количество добавленного в корзину товара.
-• delivery_price — стоимость доставки.
-• sex — пол пользователя.
-• region — регион пользователя.
-• price — цена товара.
-
+    • user_id — идентификатор пользователя.
+    • action — тип действия пользователя:
+        — visit — посещение сайта;
+        — click — клик на карточку товара;
+        — cart — добавление товара в корзину;
+        — delete — удаление товара из корзины;
+        — purchase — покупка товаров.
+    • date_time — время совершения действия.
+    • product_id — идентификатор товара.
+    • quantity — количество добавленного в корзину товара.
+    • delivery_price — стоимость доставки.
+    • sex — пол пользователя.
+    • region — регион пользователя.
+    • price — цена товара.
+Ваша задача — проанализировать поведение пользователей, выявить возможные
+проблемы при покупке и предложить решения. Ваш анализ поможет понять, на каком
+этапе воронки магазин теряет покупателей и какие изменения можно внести, чтобы
+улучшить процесс покупок в интернет-магазине.
+Как правило, количество пользователей на каждом последующем шаге уменьшается,
+и такая ситуация называется “воронкой”. Конверсия — это отношение количества
+пользователей на каком-то одном шаге к количеству пользователей на одном
+из предыдущих шагов. Например, конверсия из визита сайта в добавление товара
+в корзину рассчитывается так: количество пользователей, добавивших товар в корзину,
+делится на количество пользователей, посетивших сайт.
 Вам нужно изучить воронку конверсии, которая показывает, как пользователи переходят
 от одного шага к другому на сайте. В нашем случае воронка состоит из следующих шагов:
 1. Посещение сайта.
 2. Просмотр карточки товара.
 3. Добавление товара в корзину.
 4. Покупка.
-
-1. Посещение сайта.
-2. Просмотр карточки товара.
-3. Добавление товара в корзину.
-4. Покупка.
-3 / 11
 1.) Посчитайте конверсию (округлите ответ до 3 знаков после запятой):
-• Из визита на сайт в клик на карточку товара.
-• Из клика в добавление в корзину.
-• Из добавления в корзину в покупку.
-• Из визита на сайт в добавление в корзину.
-• Из визита на сайт в покупку.
+    • Из визита на сайт в клик на карточку товара.
+    • Из клика в добавление в корзину.
+    • Из добавления в корзину в покупку.
+    • Из визита на сайт в добавление в корзину.
+    • Из визита на сайт в покупку.
 2. Постройте воронку конверсии с помощью столбчатой диаграммы:
-• По оси X — шаги воронки.
-• По оси Y — количество уникальных пользователей на каждом шаге.
+    • По оси X — шаги воронки.
+    • По оси Y — количество уникальных пользователей на каждом шаге.
 3. Определите, на каком этапе конверсия из предыдущего шага ниже всего.
 Сформулируйте одну гипотезу, связанную с поведением пользователей, которая
 может объяснить падение конверсии именно на этом этапе. Обоснуйте механизм
 работы приведенной гипотезы.
 4. Постройте график динамики (по оси X — дни) для каждой из конверсий:
-• Конверсия из визита в клик.
-• Конверсия из визита в добавление в корзину.
-• Конверсия из визита в покупку.
+    • Конверсия из визита в клик.
+    • Конверсия из визита в добавление в корзину.
+    • Конверсия из визита в покупку.
 5. На графике найдите просадку конверсии: укажите, какая конверсия просела
 и в какой примерно период это произошло (допустимая погрешность — 1–3
 дня).
 6. Чем вызвано снижение конверсии в этот период? Какие изменения в бизнесе
 или поведении пользователей могли бы объяснить это? Ответьте на оба
 вопроса, опираясь на данные.
-""".strip(),
+                """.strip(),
                 "type": CompetitionTask.CompetitionTaskType.REVIEW.value,
                 "points": 10,
                 "submission_reviewers_count": 2,
@@ -136,18 +184,18 @@ ecommerce_logs.csv — журнал действий пользователей:
                         "name": "Обоснованность решения",
                         "slug": "validity",
                         "description": "Аргументация",
-                        "max_value": 5
+                        "max_value": 5,
                     },
                     {
                         "obj": None,
                         "name": "Правильность",
                         "slug": "correctness",
-                        "description": "Насколько точные и верные ответы были представлены.",
-                        "max_value": 5
-                    }
-                ]
+                        "description": "Точность вычислений",
+                        "max_value": 5,
+                    },
+                ],
             },
-        ]
+        ],
     },
     {
         "obj": None,
@@ -161,53 +209,225 @@ ecommerce_logs.csv — журнал действий пользователей:
             {
                 "obj": None,
                 "title": "Задача 1",
-                "description": """Сколько этапов в DANO?""".strip(),
+                "description": """
+Конверсия — это доля клиентов, перешедших с одного этапа на другой. Например,
+на сайт с заявками на кредитные карты зашли 50 человек, после ознакомления
+с условиями заявку на оформление карты (далее — заявку) оставили только 45
+из них. В данном случае конверсия составляет 90% = 45/50.
+Рассмотрим следующую ситуацию. В ноябре сайт посетили 100 мужчин и 100
+женщин, при этом из них заявки оставили 10 мужчин и всего 5 женщин.
+    1. Посчитайте конверсии для мужчин и для женщин из захода на сайт
+в оформление заявки.
+    2. Посчитайте общую конверсию для всех пользователей.
+    3. В декабре была проведена дополнительная рекламная компания, и общее
+число зашедших на сайт стало больше. При этом конверсия для мужчин стала
+равна 12%, а для женщин — 7%. Может ли быть такое, что общая конверсия
+в декабре упала? Если да, то приведите численный пример. Если нет —
+докажите.
+    4. При условии увеличения конверсий у мужчин и у женщин до 12% и 7%
+соответственно в каком интервале будет лежать общая конверсия? Обоснуйте
+свой ответ.
+                """.strip(),
                 "type": CompetitionTask.CompetitionTaskType.INPUT.value,
                 "points": 3,
                 "submission_reviewers_count": 2,
-                "max_attempts": 20,
-                "correct_answer_file": ans2
+                "correct_answer_file": ans2,
             },
             {
                 "obj": None,
                 "title": "Задача 2",
                 "description": """
-Напишите отзыв про DANO(Хороший)
-""".strip(),
+Каждый день Дима звонит в пекарню, чтобы узнать, есть ли сегодня в продаже его
+любимые булочки с повидлом. За последние 3 дня булочки были в наличии 2 раза,
+а 1 раз их не было.
+Пусть переменная Х = 0, если булочек нет, и Х = 1, если булочки есть. Наличие
+булочек в конкретный день не зависит от наличия булочек в любой другой день.
+    1. Сколько наблюдений собрал Дима? Выпишите все значения из его выборки
+через запятую. Посчитайте для этой выборки среднее значение Х, дисперсию Х.
+В какой доле случаев булочки были в наличии?
+    2. Пусть p — вероятность того, что булочки в наличии (p не может быть меньше 0
+и больше 1. Например, p может быть равно 0,2 = 1/5 — то есть в одном из пяти
+случаев булочки в наличии). Чему равна вероятность, что сегодня булочки
+есть, а завтра их не будет? Чему равна вероятность, что за два дня в один день
+булочки будут, а в другой — не будут? (Напишите два выражения, зависящие
+от p.)
+    3. Чему равна вероятность получения наблюдений как у Димы? (Напишите одно
+выражение, зависящее от p.)
+    4. При каком значении p вероятность получить выборку как у Димы максимальна?
+Вычислите его. Как это значение соотносится с наблюдениями Димы?
+    5. Дима нашел значение p из предыдущего пункта и сделал вывод, что
+на следующий день булочки испекут с вероятностью p. Верный ли вывод сделал
+Дима? Поясните свой ответ.
+    6. Рядом с домом Димы открыли новую пекарню, где тоже делают булочки
+с повидлом. Дима решил сравнить две пекарни. Для этого он собрал выборку
+за 100 дней: в новой пекарне булочки были в наличии 70 дней, в старой — 60
+дней. Какую гипотезу может проверить Дима? Какой механизм, может лежать
+в основе этой гипотезы? При описании механизма вы можете сами дополнить
+историю Димы (например, предположить расположение старой пекарни,
+себестоимость повидла и другое, что могло бы помочь объяснить гипотезу,
+необязательно рассматривать приведенные примеры). Помогите Диме
+проверить описанную вами гипотезу. Есть ли разница в производительности
+между новой пекарней и старой?
+                """.strip(),
                 "type": CompetitionTask.CompetitionTaskType.REVIEW.value,
                 "points": 15,
                 "submission_reviewers_count": 2,
-                "max_attempts": 1,
                 "criteries": [
                     {
                         "obj": None,
                         "name": "Хорошесть отзыва",
                         "slug": "validity",
-                        "description": "Хорошесть",
-                        "max_value": 10
+                        "description": "Критерий качества отзыва",
+                        "max_value": 10,
                     },
                     {
                         "obj": None,
                         "name": "Подробность",
                         "slug": "detail",
-                        "description": "Насколько подробно расписан ответ.",
-                        "max_value": 5
-                    }
-                ]
+                        "description": "Насколько подробно расписан ответ",
+                        "max_value": 5,
+                    },
+                ],
             },
             {
                 "obj": None,
                 "title": "Задача 3",
                 "description": """
-Напишите выведите 1+3 на питоне
-""".strip(),
+Вы аналитик ведущей игровой компании GameMasters Inc., которая
+специализируется на разработке мобильных игр. Ваши коллеги разработали
+обновленный игровой магазин, в котором игроки могут приобретать внутриигровые
+предметы и суперспособности. Ваша задача — провести сравнение, чтобы
+определить, как внедрение нового магазина повлияло на поведение пользователей
+в игре.
+Для этого пользователи были разделены на две равные группы случайным образом:
+А — пользователи, которым доступен только старый магазин;
+B — пользователи, которым доступен только обновленный магазин.
+Спустя месяц после запуска по каждому пользователю из каждой группы были
+посчитаны следующие метрики:
+‘revenue_per_user’ — доход, который был получен от пользователя за период;
+‘orders_cnt_per_user’ — количество заказов, которое совершено пользователем
+за период;
+‘converted_from_main_screen_to_item_card_screen’ — флаг захода на экран
+с товарами (0 — если пользователь не заходил на карточку товара, 1 — если
+заходил).
+В таблице приведены значения этих метрик. Также в ней находится столбец ‘group’,
+в котором указано, к какой группе (A или B) относится пользователь и столбец
+‘period’ — характеризующий значение метрик до начала теста и во время проведения
+теста. На карточке товара содержится дополнительная информация, фотография
+и его характеристики. Однако оплатить товар можно и без захода на карточку
+товара.
+Задача: сравните группы по каждой метрике и сделайте вывод о том, стоит ли
+продолжить внедрение обновленного магазина или нужно вернуть старый
+                """.strip(),
                 "type": CompetitionTask.CompetitionTaskType.CHECKER.value,
                 "points": 30,
                 "submission_reviewers_count": 2,
-                "max_attempts": 100,
-            }
-        ]
-    }
+            },
+        ],
+    },
+    {
+        "obj": None,
+        "title": "Data Challenge 2025(FAKE DANO)",
+        "description": """
+Ну типо дано
+        """.strip(),
+        "start_date": now - timedelta(days=1),
+        "end_date": now + timedelta(days=10),
+        "type": "competitive",
+        "participation_type": "solo",
+        "tasks": [
+            {
+                "obj": None,
+                "title": "Анализ трендов", # TODO сюда добавить бд
+                "description": """ 
+Скачайте базу данных со специальной страницы (https://dano.hse.ru/data), изучите ее более
+внимательно: посмотрите на переменные, посчитайте описательные статистики, постройте
+предварительные графики и таблицы, обратите внимание на выбросы.
+Продумайте все детали: исследовательский вопрос, гипотезу, механизм и пр.
+Разработайте дизайн исследования:
+    • что вам нужно для того, чтобы ответить на исследовательский вопрос
+    • что нужно чтобы проверить ту или иную гипотезу
+    • какие таблицы и графики вам понадобятся
+    • какую информацию из них можно извлечь
+    • как интерпретировать получаемые результаты
+    • помогает ли это в вашем исследовании
+    • несет ли полезную информацию
+    • действительно ли эти построенные таблицы и графики необходимы и продвигают ваш
+проект или может быть необходимы другие
+    • какие методы и модели вам нужны
+    • в какой последовательности выполнять все расчеты и построения
+Обращайте особое внимание на то, что все эти процедуры должны быть оправданы и
+продвигать вас в направлении поиска ответа на исследовательский вопрос.
+Распределите задачи между членами команды. Установите сроки. Придерживайтесь взятых
+на себя обязательств и данных друг другу обещаний – делайте все в срок. Обсуждайте между
+собой полученные результаты, ищите наиболее удачный способ проверить ваши гипотезы,
+наиболее удачные графики и таблицы. Советуйтесь с ментором, обращайтесь к нему за
+помощью – его задача помочь вам отобрать правильные идеи и подсказать как их технически
+реализовать.
+Заведите общее облачное пространство, где будут хранится все ваши результаты.
+Структурируйте, создавайте необходимые папки, называйте папки и документы говорящими
+именами, оставляйте комментарии
+                """.strip(),
+                "type": CompetitionTask.CompetitionTaskType.REVIEW.value,
+                "points": 20,
+                "submission_reviewers_count": 3,
+                "max_attempts": 2,
+                "attachment": dataset,
+                "attachment_path": "dataset",
+                "criteries": [
+                    {
+                        "obj": None,
+                        "name": "Качество анализа",
+                        "slug": "analysis_quality",
+                        "description": "Глубина анализа данных",
+                        "max_value": 10,
+                    },
+                    {
+                        "obj": None,
+                        "name": "Обоснованность выводов",
+                        "slug": "insight",
+                        "description": "Логичность выводов",
+                        "max_value": 10,
+                    },
+                ],
+            },
+            {
+                "obj": None,
+                "title": "Ещё задачка",
+                "description": """
+Как известно, Израиль является одной из лидирующих стран по темпам вакцинации. По
+данным на июнь 2021 г. в стране вакцинировано 60% граждан (85% взрослого населения).
+Однако среди заразившихся в этом же месяце (июне 2021 года), как признали власти
+Израиля, примерно половина была уже вакцинирована. Что можно сказать об
+эффективности вакцины на основании этих данных?
+    1) Данные не свидетельствуют об эффективности вакцины, т. к. вероятность
+заразиться составляет 50%, независимо от того, вакцинировался человек или нет
+    2) Данные не свидетельствуют об эффективности вакцины, т. к. среди
+вакцинированных есть заразившиеся
+    3) Данные свидетельствуют об эффективности вакцины, т. к. если бы она не работала,
+доля вакцинированных среди заболевших была бы равна доле вакцинированных
+среди всего населения страны
+    4) Данные свидетельствуют об эффективности вакцины, т. к. вакцинированные
+переносят болезнь в более легкой форме
+                """.strip(),
+                "type": CompetitionTask.CompetitionTaskType.INPUT.value,
+                "points": 15,
+                "submission_reviewers_count": 2,
+                "max_attempts": 50,
+                "correct_answer_file": ans3
+            },
+            {
+                "obj": None,
+                "title": "Быстрый ответ",
+                "description": "Сколько будет 6 * 7?",
+                "type": CompetitionTask.CompetitionTaskType.INPUT.value,
+                "points": 5,
+                "submission_reviewers_count": 2,
+                "max_attempts": 10,
+                "correct_answer_file": ans3,
+            },
+        ],
+    },
 ]
 
 users = [
@@ -222,20 +442,163 @@ users = [
         "username": "dreamonovich",
         "password": "password123!",
         "role": UserRole.STUDENT.value,
-    }
+    },
+    {
+        "email": "alisa.kuznetsova@gmail.com",
+        "username": "alisa_kuz",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "ivan.petrov@gmail.com",
+        "username": "ivan_petrov",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "olga.sidorova@gmail.com",
+        "username": "olga_sid",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "karim@gmail.com",
+        "username": "karim",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "noble@gmail.com",
+        "username": "noble",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "koller@gmail.com",
+        "username": "koller",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "gold_checker@gmail.com",
+        "username": "gold_checker",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "looka@gmail.com",
+        "username": "looka",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "danil_malikov@gmail.com",
+        "username": "danil_malikov",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "marina-looks@gmail.com",
+        "username": "marina-looks",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "pasha@gmail.com",
+        "username": "pasha",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "oleg-tinkov@gmail.com",
+        "username": "oleg-tinkov",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
+    {
+        "email": "baron_ivanych@gmail.com",
+        "username": "baron_ivanych",
+        "password": "password123!",
+        "role": UserRole.STUDENT.value,
+    },
 ]
 
 reviewers = [
     {
         "name": "Владислав",
         "surname": "Пикиневич",
-        "token": "aa443163-9861-4b8d-b8f7-81ecd25f6088"
+        "token": "aa443163-9861-4b8d-b8f7-81ecd25f6088",
     },
     {
         "name": "Александр",
         "surname": "Шахов",
-        "token": "d2e8904a-01dd-4f84-a8b0-8a60f1a3b6c0"
-    }
+        "token": "d2e8904a-01dd-4f84-a8b0-8a60f1a3b6c0",
+    },
+    {
+        "name": "Мария",
+        "surname": "Иванова",
+        "token": "e3f8904a-23cd-4f84-a8b0-9b70f1a4b7d1",
+    },
+    {
+        "name": "Сергей",
+        "surname": "Смирнов",
+        "token": "f4g9015b-45de-5g95-b9c1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Паша",
+        "surname": "Проверкин",
+        "token": "f4g9015b-45de-5g95-b9c1-0c81g2b3c8e2",
+    },
+    {
+        "name": "Илья",
+        "surname": "Продкин",
+        "token": "f4g9015b-45de-5g95-b8c1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Влад",
+        "surname": "Проверкин",
+        "token": "f4g9015b-45de-5g95-b9c1-0c81g2b5c8e1",
+    },
+    {
+        "name": "Сашка",
+        "surname": "Пашкин",
+        "token": "f4g9015b-45de-5g95-b9c1-1c81g2b5c8e2",
+    },
+    {
+        "name": "Чарльз",
+        "surname": "Проверкин",
+        "token": "b4g9015b-45de-5g95-b9g1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Тимурка",
+        "surname": "Проверкин",
+        "token": "f4g9015b-25de-5g95-b9c1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Александр",
+        "surname": "Даношкин",
+        "token": "f4g9015t-45de-5g95-b9c1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Паша",
+        "surname": "Проверкин",
+        "token": "f4g9015r-45de-5g95-b9c1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Лука",
+        "surname": "Проверкин",
+        "token": "f4g9015e-45de-5g95-b9c1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Кирилл",
+        "surname": "Проверкин",
+        "token": "f4g9015w-45de-5g95-b9c1-0c81g2b5c8e2",
+    },
+    {
+        "name": "Олег",
+        "surname": "Проверкин",
+        "token": "f4g9015q-45de-5g95-b9c1-0c81g2b5c8e2",
+    },
 ]
 
 class Command(BaseCommand):
@@ -251,6 +614,8 @@ class Command(BaseCommand):
         self.create_states(competitions, users)
         self.stdout.write("Data generation completed.")
 
+        f.close()
+
     def create_reviewers(self, count):
         reviewers_objs = []
         for reviewer in reviewers:
@@ -290,6 +655,10 @@ class Command(BaseCommand):
                 participation_type=competition['participation_type'],
             )
 
+            if competition.get("image"):
+                competition_obj.image_url = competition['image']
+                competition_obj.save()
+
             competitions[i]['obj'] = competition_obj
             competition_obj.participants.add(*users)
             competitions_objs.append(competition_obj)
@@ -306,19 +675,26 @@ class Command(BaseCommand):
         for i, competition in enumerate(competitions):
             for j, task in enumerate(competition['tasks']):
                 task_obj = CompetitionTask.objects.create(
-                    in_competition_position=j,
+                    in_competition_position=j+1,
                     competition=competition['obj'],
                     title=task['title'],
                     description=task['description'],
                     type=task['type'],
                     points=task['points'],
                     submission_reviewers_count=task['submission_reviewers_count'],
-                    max_attempts=task['max_attempts'],
+                    max_attempts=task.get('max_attempts'),
                 )
                 competitions[i]['tasks'][j]['obj'] = task_obj
 
                 if task['type'] == CompetitionTask.CompetitionTaskType.INPUT.value:
                     task_obj.correct_answer_file = task['correct_answer_file']
+                if task.get("attachment"):
+                    CompetitionTaskAttachment.objects.create(
+                        task=task_obj,
+                        file=task['attachment'],
+                        bind_at=task['attachment_path'],
+                        public=True
+                    )
 
                 if (
                     task['type']
@@ -383,4 +759,4 @@ class Command(BaseCommand):
                 )
                 self.stdout.write(
                     f"Created state '{state_obj.state}' for user '{user.username}' in competition '{comp.title}'"
-                )
+                )
\ No newline at end of file