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data analysis/scoutflex2019.py
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60
data analysis/scoutflex2019.py
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# -*- coding: utf-8 -*-
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"""
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Created on Wed Mar 20 12:21:31 2019
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@author: creek
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"""
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from google.cloud import firestore
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from google.oauth2 import service_account
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import pprint
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from pylatex import Document, Section, Subsection, Command
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from pylatex.utils import italic, NoEscape
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import requests
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def generate_team_report(team):
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doc = Document('basic')
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matches = team.reference.collection(u'matches').get()
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matchnums = []
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for match in matches:
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matchnums.append(match.id)
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with doc.create(Section('Qualification matches scouted')):
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for matchnum in matchnums:
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doc.append(str(matchnum))
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with doc.create(Section('Details')):
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hab = "Hab 1"
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balls = 42
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hatches = 0
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count = 0
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for match in matches:
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for analysis in match:
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if analysis.key().startswith('Quant'):
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balls = balls + analysis['cargoBalls']
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hatches = hatches + analysis['hatchPanels']
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count = count + 1
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if analysis.key().startswith('Qual'):
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strategy = analysis['StrategyType']
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strongObject = analysis['TeleopStrongObject']
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if count > 0:
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doc.append("Average balls: " + str(float(balls)/count))
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doc.append("Average hatches: " + str(float(hatches)/count))
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doc.append("Strategy Type: " + str(strategy))
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doc.append("Strongest object in teleop: " + str(strongObject))
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doc.preamble.append(Command('title', team.id))
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doc.preamble.append(Command('author', 'Generated by Team 2022'))
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doc.preamble.append(Command('date', NoEscape(r'\today')))
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doc.append(NoEscape(r'\maketitle'))
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doc.generate_pdf(filepath="C://Users//creek//Documents//" + str(team.id), clean_tex=False)
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credentials = service_account.Credentials.from_service_account_file('titanscoutauth.json')
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db = firestore.Client(project="titanscoutandroid", credentials=credentials)
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teams_ref = db.collection(u'data').document(u'team-2022').collection(u'Central 2019')
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teams = teams_ref.get()
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for team in teams:
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generate_team_report(team)
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