offline_data.py

#!/usr/bin/env python
# -*- coding: utf-8 -*-
'''
Data for the offline demo data for the app
'''
import logging
logger = logging.getLogger("data")

# dash modules
import dash
import dash_core_components as dcc
import dash_html_components as html
from dash.dependencies import Input, Output
import plotly.graph_objs as go
import plotly.plotly as py
import pandas as pd

# app modules
import tools as vt
import gamelocker

# ~~~~~ DATA SETUP ~~~~~ #
# initial datasets for the app
# demo data
logger.debug("Loading demo data")
demo_data = vt.load_json(input_file = "demo-data.txt")
demo_matches = [x['id'] for x in demo_data['data']]


# ~~~~~ DATA FUNCTIONS ~~~~~ #
def make_demo_roster_df(match_id):
    '''
    Return a df for the roster of a given match
    '''
    global demo_data
    logger.debug("Match id: {0}".format(match_id))
    logger.debug("Retreiving specified match from data set")
    match = vt.get_match(data = demo_data, match_id = match_id)
    logger.debug("Getting roster ids for the match")
    rosters_ids = vt.get_roster_ids(match = match)
    logger.debug("Roster ids: {0}".format(rosters_ids))
    logger.debug("Getting rosters for the match")
    rosters = vt.get_rosters(roster_ids = rosters_ids, data = demo_data)
    for item in rosters:
        logger.debug(item)
    logger.debug("Making roster df")
    roster_df_list = [pd.DataFrame.from_dict(item['attributes']['stats'], orient='index') for item in rosters]
    roster_df = pd.concat(roster_df_list, axis=1).transpose()
    logger.debug(roster_df)
    return(roster_df)