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.
Chat meetup

FLiP-Meetup-Chat Chat meetup create function bin/pulsar-admin functions create --auto-ack true --jar pulsardjlexample-1.0.jar --classname "dev.pulsarf

Timothy Spann 1 Dec 09, 2021
Macros in Python: quasiquotes, case classes, LINQ and more!

MacroPy3 1.1.0b2 MacroPy is an implementation of Syntactic Macros in the Python Programming Language. MacroPy provides a mechanism for user-defined fu

Li Haoyi 3.2k Jan 06, 2023
Python dictionaries with advanced dot notation access

from box import Box movie_box = Box({ "Robin Hood: Men in Tights": { "imdb stars": 6.7, "length": 104 } }) movie_box.Robin_Hood_Men_in_Tights.imdb_s

Chris Griffith 2.1k Dec 28, 2022
Sathal's Python Projects Repository

Sathal's Python Projects Repository Purpose and Motivation I come from a mainly C Programming Language background and have previous classroom experien

Sam 1 Oct 20, 2021
Repository voor verhalen over de woningbouw-opgave in Nederland

Analyse plancapaciteit woningen In deze notebook zetten we cijfers op een rij om de woningbouwplannen van Nederlandse gemeenten in kaart te kunnen bre

Follow the Money 10 Jun 30, 2022
Amitkumar Mishra 2 Jan 14, 2022
A flexible free and unlimited python tool to translate between different languages in a simple way using multiple translators.

deep-translator Translation for humans A flexible FREE and UNLIMITED tool to translate between different languages in a simple way using multiple tran

Nidhal Baccouri 806 Jan 04, 2023
A reference implementation for processing the content.log files found at opendata.dwd.de/weather

A reference implementation for processing the content.log files found at opendata.dwd.de/weather.

Deutscher Wetterdienst (DWD) 6 Nov 26, 2022
A python package that adds "docs" command to disnake

About This extension's purpose is of adding a "docs" command, its purpose is to help documenting in chat. How To Load It from disnake.ext import comma

7 Jan 03, 2023
Pequenos programas variados que estou praticando e implementando, leia o Read.me!

my-small-programs Pequenos programas variados que estou praticando e implementando! Arquivo: automacao Automacao de processos de rotina com código Pyt

Léia Rafaela 43 Nov 22, 2022
Parser for RISC OS Font control characters in Python

RISC OS Font control parsing in Python This repository contains a class (FontControlParser) for parsing font control codes from a byte squence, in Pyt

Charles Ferguson 1 Nov 02, 2021
A Non profit app built on top of Frappe framework & ERPNext

Non Profit A Non profit app built on top of Frappe framework & ERPNext. People who change the world need the tools to do it! The Non Profit Modules of

Frappe 16 Nov 17, 2022
Grouping nucleotide coordinate ranges.

NuclRanger Grouping nucleotide coordinate ranges. A quick pre-processing step for "bedtools getfasta":- https://bedtools.readthedocs.io/en/latest/cont

Sujanavan Tiruvayipati 1 Oct 04, 2022
Repository specifically for tcss503-22-wi Students

TCSS503: Algorithms and Problem Solving for Software Developers Course Description Introduces advanced data structures and key algorithmic techniques

Kevin E. Anderson 3 Nov 08, 2022
A web application (with multiple API project options) that uses MariaDB HTAP!

Bookings Bookings is a web application that, backed by the power of the MariaDB Connectors and the MariaDB X4 Platform, unleashes the power of smart t

MariaDB Corporation 4 Dec 28, 2022
Solves Maths24 problems for you!

maths24-solver Solves Maths24 problems for you! Enjoy this open scource project! You can edit modify and share! My wishes is for you to use this proje

6 Nov 07, 2021
Get a list of all offline/online members in a discord server

Discord server insights Get a list of all offline/online members in a discord server. Uses Selenium to crawl invite links. Config Download Chrome driv

Prakhar Gurunani 3 Oct 21, 2022
Emulate and Dissect MSF and *other* attacks

Need help in analyzing Windows shellcode or attack coming from Metasploit Framework or Cobalt Strike (or may be also other malicious or obfuscated code)? Do you need to automate tasks with simple scr

123 Dec 16, 2022
A clock purely made with python(turtle)...

Clock A clock purely made with python(turtle)... Requirements Pythone3 IDE or any other IDE Installation Clone this repository Running Open this proje

Abhyush 1 Jan 11, 2022
a wordle-solver written in python

Wordle Solver Overview This is yet another wordle solver. It is built with the word list of the official wordle website, but it should also work with

Shoubhit Dash 10 Sep 24, 2022