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Daybreak Game's Planetside 2 data analysis (UNOFFICIAL)

Project description

ps2-analysis [WORK IN PROGRESS]

ps2-analysis is a library written in Python >= 3.8 that fetches data from the Daybreak Planetside 2 Census API and eases advanced analysis.

It uses its sister project, the ps2-census client whose objective is simply to handle data retrieval from the Census API. Further parsing and exploitation is performed here in ps2-analysis.

Features:

  • Currently supports infantry weapons data
  • Downloads datasets from the API and stores them locally as ndjson files
  • Parses data and generates class objects suitable for further processing
  • Generates vega-lite charts using Altair

Installation

pip install ps2-analysis

Examples

Examples are available in the examples folder:

  • discover.py: updates the infantry weapons datafile and outputs all different (nested) key paths as well as associated set of values encountered within the whole dataset
  • generate_infantry_weapons.py: no output; simply an example of InfantryWeapon objects generation
  • fire_simulation_plot.py: generates a fire simulation plot for the TRAC-5 TR carbine, 100 runs of 10 shots
  • ttk_to_mhd_plot.py: generates a plot of time to kill at 15meters to mean horizontal deviation for all SMGs

Development

Environment

In order to develop ps2-analysis:

  • Setup a virtual environment with python 3.8
  • Install poetry
  • Install dependencies with poetry install
  • Run tests with pytest
  • Update dependencies with poetry update

To run the examples in the examples folder:

  • Add your Census API service ID to the CENSUS_SERVICE_ID environment variable
  • Create two folders inside the examples folder of the cloned repository: datafiles and plots
  • Run the scripts and check the outputs

Project details


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This version

0.1.0

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