Code Monkey home page Code Monkey logo

market-visualizer's Introduction

market-visualizer

Interactive market data visualizer used for research and modeling

market-visualizer's People

Contributors

afesuazo avatar

Watchers

 avatar

market-visualizer's Issues

[Feature] - Database Interface

Description

Create an interface to interact with external database in order to permanently store processed data.

  • In reality, data storage will not be permanent. Data will be stored until it needs to be replace by a more recent batch

Tasks

  • [ ]
  • [ ]

[Feature] - CSV File Reader

Description

Implement a class that reads CSV files, particularly focused on large datasets. Handle common errors and document performance and strategies tried.

Decisions

Create a file reader interface with the idea to not be forced to use the CSV implementation.

Files

  • include/data-handling/file_reader/interface/i_file_reader.cpp
  • include/data-handling/file_reader/implementations/csv_file_reader.h
  • src/data-handling/file_reader/implementations/csv_file_reader.cpp
  • tests/data-handling/file_reader/test_file_reader.cpp

Tasks

  • Implement the basic file reader interface
  • Add CSV implementation
  • Handle common errors such as non existing files
  • Test module

[Feature] - Data Transformation

Description

Create a representation of market ticks or any other data point that should be visualized in the future and implement the functionality to create said object from raw csv files.

Tasks

  • Create an object representing market ticks
  • Read CSV lines into market tick object
  • Validate, Fill or Filter raw data

[Feature] - Basic Visualization

Description

Initial visualization of data. The goal is to display a simple time series without much worries on optimization and speed.

Decisions

  • Web vs Native

Tasks

  • Create a graph visualization
  • Plot a time series on the graph
  • Show an information panel for the data

[Feature] - In Memory Data Storage

Description

Initial implementation of a data structure that holds MarketTick objects in memory for quick access. Used for data that has been selected by the user to be visualized and explored.

Tasks

  • [ ]
  • [ ]

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.