Backtest framework based on DAGs

Overview

MultitaskQueue

It's a simple framework based on three composed concepts:

  1. Task: A task is the smaller unit of execution or simple a node in the DAG, everyone of them has a function to execute and a set of events that indicate when to run this task.
  2. Multitask: The multitask can be seen as a DAG with the ability to orquestate when and how run every task, based on events that can be modified during the execution.
  3. Multitask Queue: It's an extention to run multiple multitasks in a first-in-first-out (FIFO) order (this behaviour can be modified, for example you can use a priority queue or a class that has a put and a get method)

The positive parts of this framework are the nexts:

  1. The tasks can be created with a simple decorator over a function.
  2. The tasks can be run in parallel depending on the decorator that you use, internally it can use async code, multithreads or multiprocess.
  3. The parameters of the functions are stored to speed up every call.
  4. The resulting DAG from the tasks allows to optimize the parallelization of your tasks when you run them using the Multitask class.
  5. The MultitaskQueue class is really easy to use, all the functions that you decorate are automatically registered to be use by this class, so you don't have to make a lot of imports and then send every task to the class to use it.
  6. Enqueue new multitasks to the MultitaskQueue class is easy to do and can be done during the run process using a task so, you can add as many as you want and this allow you to recreate some workflow like the ones used in the backtesters.
One-stop-shop for docs and test coverage of dbt projects.

dbt-coverage One-stop-shop for docs and test coverage of dbt projects. Why do I need something like this? dbt-coverage is to dbt what coverage.py and

Slido 106 Dec 27, 2022
ToDo - A simple bot to keep track of things you need to do

ToDo A simple bot to keep track of things you need to do. Installation You will

3 Sep 18, 2022
VCM EE1.2 P-layer feature map anchor generation 137th MPEG-VCM

VCM EE1.2 P-layer feature map anchor generation 137th MPEG-VCM

IPSL 6 Oct 18, 2022
Structured, dependable legos for Starknet development.

cairomate • Structured, dependable legos for starknet development. Directory Structure contracts ├─ defi │ ├─ ChainlinkPriceOracle — "Simple price or

andreas 127 Nov 23, 2022
A stupid obfuscation thing

StupidObfuscation A stupid obfuscation thing How it works The obfuscator takes a string, splits into pieces of one, then, using the table from letter.

Echo 2 May 03, 2022
2021华为软件精英挑战赛 程序输出分析器

AutoGrader 0.2.0更新:加入资源分配溢出检测,如果发生资源溢出会输出溢出发生的位置。 如果通过检测,会显示通过符号 如果没有通过检测,会显示警告,并输出溢出发生的位置和操作

54 Aug 14, 2022
carrier.py is a Python package/module that's used to save time when programming

carrier.py is a Python package/module that's used to save time when programming, it helps with functions such as 24 and 12 hour time, Discord webhooks, etc

Zacky2613 2 Mar 20, 2022
LINUX-AOS (Automatic Optimization System)

LINUX-AOS (Automatic Optimization System)

1 Jul 12, 2022
Python NZ COVID Pass Verifier/Generator

Python NZ COVID Pass Verifier/Generator This is quick proof of concept verifier I coded up in a few hours using various libraries to parse and generat

NZ COVID Pass Community 12 Jan 03, 2023
A web project to control the daily life budget planing

Budget Planning - API In this repo there's only the API and Back-End of the this project. Install and run the project # install virtualenv --python=py

Leonardo Da Vinci 1 Oct 24, 2021
Nextstrain build targeted to Omicron

About This repository analyzes viral genomes using Nextstrain to understand how SARS-CoV-2, the virus that is responsible for the COVID-19 pandemic, e

Bedford Lab 9 May 25, 2022
DC619/DC858 Mainframe Environment/Lab

DC619 Training LPAR The file DC619 - Mainframe Overflows Hands On.pdf contains the labs and walks through how to perform them. Use docker You can use

Soldier of FORTRAN 9 Jun 27, 2022
Cross-Encoder-with-Bi-Encoder를 활용한 WebPage 데모

Retrieval_Streamlit_Demo Cross-Encoder-with-Bi-Encoder를 활용한

5 Dec 29, 2021
My Analysis of the VC4 Assembly Code from the RPI4

My Analysis of the VC4 Assembly Code from the RPI4

Nicholas Starke 31 Jul 13, 2022
Minecraft Multi-Server Pinger Discord Embed

Minecraft Network Pinger Minecraft Multi-Server Pinger Discord Embed What does this bot do? It sends an embed and uses mcsrvstat API and checks if the

YungHub 2 Jan 05, 2022
Aerospace utilities: flight conditions package, standard atmosphere model, and more.

Aerospace Utilities About Module that contains commonly-used aerospace utilities for problem solving. Flight Condition: input altitude to compute comm

1 Jan 03, 2022
A lighweight screen color picker tool

tkpick A lighweigt screen color picker tool Availability Only GNU/Linux 🐧 Installing Install via pip (No auto-update): [sudo] pip install tkpick Usa

Adil Gürbüz 7 Aug 30, 2021
poetry2nix turns Poetry projects into Nix derivations without the need to actually write Nix expressions

poetry2nix poetry2nix turns Poetry projects into Nix derivations without the need to actually write Nix expressions. It does so by parsing pyproject.t

Nix community projects 405 Dec 29, 2022
Mmr image postbot - Бот для создания изображений с новыми релизами в сообщество ВК MMR Aggregator

Mmr image postbot - Бот для создания изображений с новыми релизами в сообщество ВК MMR Aggregator

Max 3 Jan 07, 2022
This is a Saleae Logic custom high level analyzer that allows you to search and mark specific packets.

SaleaePacketParser This is a Saleae Logic custom high level analyzer that allows you to search and mark specific packets. Field "Search For" is used f

1 Dec 16, 2021