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@ -11,6 +11,7 @@ def pull_new_tba_matches(apikey, competition, cutoff):
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for i in json:
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for i in json:
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if i["actual_time"] != None and i["comp_level"] == "qm":
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if i["actual_time"] != None and i["comp_level"] == "qm":
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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"]})
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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"]})
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out.sort(key=lambda x: x['match'])
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return out
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return out
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def pull_new_tba_matches_manual(apikey, competition, cutoff):
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def pull_new_tba_matches_manual(apikey, competition, cutoff):
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@ -27,6 +28,12 @@ def get_team_match_data(client, competition, team_num):
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out[i['match']] = i['data']
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out[i['match']] = i['data']
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return pd.DataFrame(out)
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return pd.DataFrame(out)
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def clear_metrics(client, competition):
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db = client.data_processing
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data = db.team_metrics
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data.delete_many({competition: competition})
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return True
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def get_team_pit_data(client, competition, team_num):
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def get_team_pit_data(client, competition, team_num):
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db = client.data_scouting
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db = client.data_scouting
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mdata = db.pitdata
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mdata = db.pitdata
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@ -3,6 +3,7 @@ import data as d
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import signal
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import signal
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import numpy as np
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import numpy as np
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from tra_analysis import Analysis as an
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from tra_analysis import Analysis as an
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from tqdm import tqdm
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class Module(metaclass = abc.ABCMeta):
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class Module(metaclass = abc.ABCMeta):
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@ -173,6 +174,8 @@ class Metric (Module):
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def _process_data(self):
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def _process_data(self):
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d.clear_metrics(self.apikey, self.competition)
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elo_N = self.config["tests"]["elo"]["N"]
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elo_N = self.config["tests"]["elo"]["N"]
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elo_K = self.config["tests"]["elo"]["K"]
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elo_K = self.config["tests"]["elo"]["K"]
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@ -180,9 +183,7 @@ class Metric (Module):
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red = {}
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red = {}
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blu = {}
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blu = {}
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for match in tqdm(matches, desc="Metrics"):
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for match in matches:
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red = d.load_metric(self.apikey, self.competition, match, "red", self.config["tests"])
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red = d.load_metric(self.apikey, self.competition, match, "red", self.config["tests"])
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blu = d.load_metric(self.apikey, self.competition, match, "blue", self.config["tests"])
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blu = d.load_metric(self.apikey, self.competition, match, "blue", self.config["tests"])
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