mirror of
https://github.com/titanscouting/tra-analysis.git
synced 2024-11-10 06:54:44 +00:00
61 lines
2.1 KiB
Python
61 lines
2.1 KiB
Python
import requests
|
|
import pymongo
|
|
import pandas as pd
|
|
def req_event_matches(eventkey,apikey):
|
|
headers={'X-TBA-Auth-Key':apikey}
|
|
r=requests.get('https://www.thebluealliance.com/api/v3/event/'+eventkey+'/matches/simple', headers=headers)
|
|
return r
|
|
def get_match_data(request):
|
|
if request.status_code == 200:
|
|
x=[]
|
|
for i in sorted(request.json(), key=lambda i: i['actual_time']):
|
|
x.append([[i['alliances']['red']['team_keys'], i['alliances']['blue']['team_keys']],i['winning_alliance']])
|
|
return x
|
|
|
|
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 = {}
|
|
for i in mdata.find({"competition" : competition, "team_scouted": team_num}):
|
|
out[i['match']] = i['data']
|
|
return pd.DataFrame(out)
|
|
|
|
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
|
|
|
|
def get_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 push_team_data(apikey, competition, team_num, data):
|
|
client = pymongo.MongoClient(apikey)
|
|
db = client.data_processing
|
|
mdata = db.team_tests
|
|
mdata.replace_one({"competition" : competition, "team": team_num}, {"_id": competition+str(team_num)+"am", "competition" : competition, "team" : team_num, "data" : data}, True) |