title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐµÑÐ²ÐµÑÐ½Ð¾Ð¹ ÑÐ°ÑÑÐ¸ Ð²ÐµÐ±-Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ñ ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ¾ÑÐ³Ð¾Ð²ÑÑ ÑÑÑÐ°ÑÐµÐ³Ð¸Ð¹ Ð½Ð° Ð°ÑÑ Ð¸Ð²Ð½ÑÑ Ð´Ð°Ð½Ð½ÑÑ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of a part of a web application for testing strategies on archived data
Creators: name: Ð¡ÑÐ°ÑÐ¸ÐºÐ¾Ð², ÐÐ½Ð´ÑÐµÐ¹
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2021
Subjects: ÑÐµÑÐ²ÐµÑÐ½Ð°Ñ ÑÐ°ÑÑÑ
Ð³Ð¸Ð±ÐºÐ°Ñ Ð°ÑÑ Ð¸ÑÐµÐºÑÑÑÐ°
ÑÑÐµÐ¹Ð´Ð¸Ð½Ð³
http
rest api
ÑÑÑÐ°ÑÐµÐ³Ð¸Ð¸
json
Ð¿ÑÐ¾Ð²ÐµÑÐºÐ° Ð³Ð¸Ð¿Ð¾ÑÐµÐ·
Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ñ
python
django
Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð¸ÑÐµÑÐºÐ°Ñ ÑÐ¾ÑÐ³Ð¾Ð²Ð»Ñ
server side
flexible architecture
trading
strategies
hypothesis testing
automation
algorithmic trading

description: Ð¡ Ð¿Ð¾Ð¼Ð¾ÑÑÑ ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½ÑÑ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¹ Ð¿ÑÐ¾Ð¸ÑÑÐ¾Ð´Ð¸Ñ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÑÑÐ°ÑÐµÐ³Ð¸Ð¹, ÑÑÐ¾ Ð² Ð¸ÑÐ¾Ð³Ðµ Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÐµÑ Ð¿ÑÐ¾Ð²ÐµÑÑÑÑ ÑÐ¾ÑÐ³Ð¾Ð²ÑÐµ Ð³Ð¸Ð¿Ð¾ÑÐµÐ·Ñ Ð¸ Ð¿ÑÐµÐ´Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð³Ð¾ÑÐ°Ð·Ð´Ð¾ Ð±ÑÑÑÑÐµÐµ, Ð° ÑÐ°ÐºÐ¶Ðµ Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÑ. Ð Ð´Ð°Ð½Ð½Ð¾Ð¹ Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÐµ ÑÐ°ÑÑÐ¼Ð°ÑÑÐ¸Ð²Ð°ÐµÑÑÑ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐµÑÐ²ÐµÑÐ½Ð¾Ð¹ ÑÐ°ÑÑÐ¸ Ð²ÐµÐ±-Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ñ ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ¾ÑÐ³Ð¾Ð²ÑÑ ÑÑÑÐ°ÑÐµÐ³Ð¸Ð¹ Ð½Ð° Ð°ÑÑÐ¸Ð²Ð½ÑÑ Ð´Ð°Ð½Ð½ÑÑ. ÐÐ½Ð°Ð»Ð¸Ð·Ð¸ÑÑÑÑÑÑ ÑÑÐ°ÑÑÐ¸ Ð¿ÑÐ¾ÑÐ¸Ð»ÑÐ½Ð¾Ð¹ Ð¾Ð±Ð»Ð°ÑÑÐ¸ Ð¸ ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ðµ ÑÐµÑÐµÐ½Ð¸Ñ. Ð ÐµÐ°Ð»Ð¸Ð·ÑÑÑÑÑ Ð³Ð¸Ð±ÐºÐ¸Ðµ Ð¿Ð¾Ð´ÑÐ¾Ð´Ñ Ðº Ð¿Ð¾ÑÑÑÐ¾ÐµÐ½Ð¸Ñ Ð°ÑÑÐ¸ÑÐµÐºÑÑÑÑ ÑÐµÑÐ²ÐµÑÐ½Ð¾Ð³Ð¾ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ, Ð° ÑÐ°ÐºÐ¶Ðµ Ð²ÑÐ±Ð¸ÑÐ°ÑÑÑÑ Ð½Ð°Ð¸Ð±Ð¾Ð»ÐµÐµ Ð¿Ð¾Ð´ÑÐ¾Ð´ÑÑÐ¸Ðµ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÑ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ¸. ÐÑÐ½Ð¾Ð²Ð¾Ð¹ Ð´Ð»Ñ ÑÐµÑÐ²ÐµÑÐ½Ð¾Ð¹ ÑÐ°ÑÑÐ¸ ÑÐ²Ð»ÑÐµÑÑÑ ÑÐ·ÑÐº Python Ñ Ð²ÐµÐ±-ÑÑÐµÐ¹Ð¼Ð²Ð¾ÑÐºÐ¾Ð¼ Django. Ð¡ ÑÐµÐ»ÑÑ Ð²Ð¾Ð·Ð¼Ð¾Ð¶Ð½Ð¾ÑÑÐ¸ ÑÐ½Ð¸Ð²ÐµÑÑÐ°Ð»ÑÐ½Ð¾Ð³Ð¾ Ð²Ð·Ð°Ð¸Ð¼Ð¾Ð´ÐµÐ¹ÑÑÐ²Ð¸Ñ Ñ ÑÐµÑÐ²ÐµÑÐ½ÑÐ¼ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸ÐµÐ¼ ÑÑÑÐ¾Ð¸ÑÑÑ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½ÑÐ¹ Ð¸Ð½ÑÐµÑÑÐµÐ¹Ñ, ÐºÐ¾ÑÐ¾ÑÑÐ¹ ÑÐµÐ°Ð»Ð¸Ð·ÑÐµÑ Ð¾Ð±Ð¼ÐµÐ½ Ð´Ð°Ð½Ð½ÑÐ¼Ð¸ Ð¿Ð¾ Ð¿ÑÐ¾ÑÐ¾ÐºÐ¾Ð»Ñ HTTP Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ REST API. ÐÐ°Ð½Ð½ÑÐ¹ API ÑÐµÐ°Ð»Ð¸Ð·ÑÐµÑÑÑ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ ÑÑÐµÐ¹Ð¼Ð²Ð¾ÑÐºÐ° Django Rest Framework Ð´Ð»Ñ ÑÐ·ÑÐºÐ° Python. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð±ÑÐ»Ð¾ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð¾ ÑÐµÑÐ²ÐµÑÐ½Ð¾Ðµ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ Ð´Ð»Ñ ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ¾ÑÐ³Ð¾Ð²ÑÑ ÑÑÑÐ°ÑÐµÐ³Ð¸Ð¹ Ð½Ð° Ð°ÑÑÐ¸Ð²Ð½ÑÑ Ð´Ð°Ð½Ð½ÑÑ. Ð¢Ð°ÐºÐ¶Ðµ ÑÐµÑÐ²ÐµÑÐ½Ð°Ñ ÑÐ°ÑÑÑ Ð±ÑÐ»Ð° Ð¿ÑÐ¾ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð° Ð¸ Ð¿Ð¾ÐºÐ°Ð·Ð°Ð»Ð° ÐºÐ¾ÑÑÐµÐºÑÐ½ÑÑ ÑÐ°Ð±Ð¾ÑÑ Ð²Ð¾ Ð²ÑÐµÑ ÑÑÐµÐ½Ð°ÑÐ¸ÑÑ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸Ñ.
description: With the help of computer technologies, the process of testing strategies is being automated, which ultimately allows you to test trading hypotheses and assumptions much faster, as well as analyze the results in a comprehensive manner. In this final qualifying work, the development of the server side of a web application for testing trading strategies on archived data is considered. The articles of the specialized field and existing solutions are analyzed. Flexible approaches to building the architecture of the server application are implemented, and the most appropriate development tools are selected. The back end is based on Python with the Django web framework. To enable universal interaction with the server application, a programming interface is built that implements data exchange via the HTTP protocol using the REST API. This API is implemented using the Django Rest Framework for the Python language. As a result, a server application was developed for testing trading strategies on archived data. Also, the server side was tested and showed correct operation in all scenarios of use.â