Merge branch 'competition'

This commit is contained in:
Dev Singh
2023-03-17 10:11:56 -05:00
20 changed files with 1545 additions and 409 deletions

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import requests
import pymongo
import pandas as pd
import time
def pull_new_tba_matches(apikey, competition, cutoff):
api_key= apikey
x=requests.get("https://www.thebluealliance.com/api/v3/event/"+competition+"/matches/simple", headers={"X-TBA-Auth_Key":api_key})
out = []
for i in x.json():
if i["actual_time"] != None and i["actual_time"]-cutoff >= 0 and i["comp_level"] == "qm":
out.append({"match" : i['match_number'], "blue" : list(map(lambda x: int(x[3:]), i['alliances']['blue']['team_keys'])), "red" : list(map(lambda x: int(x[3:]), i['alliances']['red']['team_keys'])), "winner": i["winning_alliance"]})
return out
def get_team_match_data(apikey, competition, team_num):
client = pymongo.MongoClient(apikey)
db = client.data_scouting
mdata = db.matchdata
out = {}
for i in mdata.find({"competition" : competition, "team_scouted": team_num}):
out[i['match']] = i['data']
return pd.DataFrame(out)
def get_team_pit_data(apikey, competition, team_num):
client = pymongo.MongoClient(apikey)
db = client.data_scouting
mdata = db.pitdata
out = {}
return mdata.find_one({"competition" : competition, "team_scouted": team_num})["data"]
def get_team_metrics_data(apikey, competition, team_num):
client = pymongo.MongoClient(apikey)
db = client.data_processing
mdata = db.team_metrics
return mdata.find_one({"competition" : competition, "team": team_num})
def get_match_data_formatted(apikey, competition):
client = pymongo.MongoClient(apikey)
db = client.data_scouting
mdata = db.teamlist
x=mdata.find_one({"competition":competition})
out = {}
for i in x:
try:
out[int(i)] = unkeyify_2l(get_team_match_data(apikey, competition, int(i)).transpose().to_dict())
except:
pass
return out
def get_metrics_data_formatted(apikey, competition):
client = pymongo.MongoClient(apikey)
db = client.data_scouting
mdata = db.teamlist
x=mdata.find_one({"competition":competition})
out = {}
for i in x:
try:
out[int(i)] = d.get_team_metrics_data(apikey, competition, int(i))
except:
pass
return out
def get_pit_data_formatted(apikey, competition):
client = pymongo.MongoClient(apikey)
db = client.data_scouting
mdata = db.teamlist
x=mdata.find_one({"competition":competition})
out = {}
for i in x:
try:
out[int(i)] = get_team_pit_data(apikey, competition, int(i))
except:
pass
return out
def get_pit_variable_data(apikey, competition):
client = pymongo.MongoClient(apikey)
db = client.data_processing
mdata = db.team_pit
out = {}
return mdata.find()
def get_pit_variable_formatted(apikey, competition):
temp = get_pit_variable_data(apikey, competition)
out = {}
for i in temp:
out[i["variable"]] = i["data"]
return out
def push_team_tests_data(apikey, competition, team_num, data, dbname = "data_processing", colname = "team_tests"):
client = pymongo.MongoClient(apikey)
db = client[dbname]
mdata = db[colname]
mdata.replace_one({"competition" : competition, "team": team_num}, {"_id": competition+str(team_num)+"am", "competition" : competition, "team" : team_num, "data" : data}, True)
def push_team_metrics_data(apikey, competition, team_num, data, dbname = "data_processing", colname = "team_metrics"):
client = pymongo.MongoClient(apikey)
db = client[dbname]
mdata = db[colname]
mdata.replace_one({"competition" : competition, "team": team_num}, {"_id": competition+str(team_num)+"am", "competition" : competition, "team" : team_num, "metrics" : data}, True)
def push_team_pit_data(apikey, competition, variable, data, dbname = "data_processing", colname = "team_pit"):
client = pymongo.MongoClient(apikey)
db = client[dbname]
mdata = db[colname]
mdata.replace_one({"competition" : competition, "variable": variable}, {"competition" : competition, "variable" : variable, "data" : data}, True)
def get_analysis_flags(apikey, flag):
client = pymongo.MongoClient(apikey)
db = client.data_processing
mdata = db.flags
return mdata.find_one({flag:{"$exists":True}})
def set_analysis_flags(apikey, flag, data):
client = pymongo.MongoClient(apikey)
db = client.data_processing
mdata = db.flags
return mdata.replace_one({flag:{"$exists":True}}, data, True)
def unkeyify_2l(layered_dict):
out = {}
for i in layered_dict.keys():
add = []
sortkey = []
for j in layered_dict[i].keys():
add.append([j,layered_dict[i][j]])
add.sort(key = lambda x: x[0])
out[i] = list(map(lambda x: x[1], add))
return out

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<Launch>:
orientation: "vertical"
NavigationLayout:
ScreenManager:
id: screen_manager
HomeScreen:
name: "Home"
BoxLayout:
orientation: "vertical"
MDToolbar:
title: screen_manager.current
elevation: 10
left_action_items: [['menu', lambda x: nav_drawer.toggle_nav_drawer()]]
GridLayout:
cols: 1
padding: 15, 15
spacing: 20, 20
MDTextFieldRect:
hint_text: "Console Log"
# size_hint: .8, None
# align: 'center'
# Widget:
SettingsScreen:
name: "Settings"
BoxLayout:
orientation: 'vertical'
MDToolbar:
title: screen_manager.current
elevation: 10
left_action_items: [['menu', lambda x: nav_drawer.toggle_nav_drawer()]]
Widget:
InfoScreen:
name: "Info"
BoxLayout:
orientation: 'vertical'
MDToolbar:
title: screen_manager.current
elevation: 10
left_action_items: [['menu', lambda x: nav_drawer.toggle_nav_drawer()]]
# GridLayout:
# cols: 2
# padding: 15, 15
# spacing: 20, 20
BoxLayout:
orientation: "horizontal"
MDLabel:
text: "DB Key:"
halign: 'center'
MDTextField:
hint_text: "placeholder"
pos_hint: {"center_y": .5}
BoxLayout:
orientation: "horizontal"
MDLabel:
text: "TBA Key:"
halign: 'center'
MDTextField:
hint_text: "placeholder"
pos_hint: {"center_y": .5}
BoxLayout:
orientation: "horizontal"
MDLabel:
text: "CPU Use:"
halign: 'center'
MDLabel:
text: "placeholder"
halign: 'center'
BoxLayout:
orientation: "horizontal"
MDLabel:
text: "Network:"
halign: 'center'
MDLabel:
text: "placeholder"
halign: 'center'
Widget:
BoxLayout:
orientation: "horizontal"
MDLabel:
text: "Progress"
halign: 'center'
MDProgressBar:
id: progress
value: 50
StatsScreen:
name: "Stats"
MDCheckbox:
size_hint: None, None
size: "48dp", "48dp"
pos_hint: {'center_x': .5, 'center_y': .5}
on_active: Screen.test()
#Navigation Drawer -------------------------
MDNavigationDrawer:
id: nav_drawer
BoxLayout:
orientation: "vertical"
padding: "8dp"
spacing: "8dp"
MDLabel:
text: "Titan Scouting"
font_style: "Button"
size_hint_y: None
height: self.texture_size[1]
MDLabel:
text: "Data Analysis"
font_style: "Caption"
size_hint_y: None
height: self.texture_size[1]
ScrollView:
MDList:
OneLineAvatarListItem:
text: "Home"
on_press:
# nav_drawer.set_state("close")
# screen_manager.transition.direction = "left"
screen_manager.current = "Home"
IconLeftWidget:
icon: "home"
OneLineAvatarListItem:
text: "Settings"
on_press:
# nav_drawer.set_state("close")
# screen_manager.transition.direction = "right"
# screen_manager.fade
screen_manager.current = "Settings"
IconLeftWidget:
icon: "cog"
OneLineAvatarListItem:
text: "Info"
on_press:
# nav_drawer.set_state("close")
# screen_manager.transition.direction = "right"
# screen_manager.fade
screen_manager.current = "Info"
IconLeftWidget:
icon: "cog"
OneLineAvatarListItem:
text: "Stats"
on_press:
# nav_drawer.set_state("close")
# screen_manager.transition.direction = "right"
# screen_manager.fade
screen_manager.current = "Stats"
IconLeftWidget:
icon: "cog"

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from kivy.lang import Builder
from kivymd.uix.screen import Screen
from kivymd.uix.list import OneLineListItem, MDList, TwoLineListItem, ThreeLineListItem
from kivymd.uix.list import OneLineIconListItem, IconLeftWidget
from kivy.uix.scrollview import ScrollView
from kivy.uix.boxlayout import BoxLayout
from kivy.uix.screenmanager import ScreenManager, Screen
from kivy.uix.dropdown import DropDown
from kivy.uix.button import Button
from kivy.base import runTouchApp
from kivymd.uix.menu import MDDropdownMenu, MDMenuItem
from kivymd.app import MDApp
# import superscript as ss
# from tra_analysis import analysis as an
import data as d
from collections import defaultdict
import json
import math
import numpy as np
import os
from os import system, name
from pathlib import Path
from multiprocessing import Pool
import matplotlib.pyplot as plt
from concurrent.futures import ThreadPoolExecutor
import time
import warnings
# global exec_threads
# Screens
class HomeScreen(Screen):
pass
class SettingsScreen(Screen):
pass
class InfoScreen(Screen):
pass
class StatsScreen(Screen):
pass
class MyApp(MDApp):
def build(self):
self.theme_cls.primary_palette = "Red"
return Builder.load_file("design.kv")
def test():
print("test")
if __name__ == "__main__":
MyApp().run()