added Metric, Pit modules (theoretically working)

Signed-off-by: Arthur Lu <learthurgo@gmail.com>

Former-commit-id: 3ac4e96d2d
This commit is contained in:
Arthur Lu 2021-10-28 20:13:57 +00:00
parent 0eccc32096
commit 6c8e738420

View File

@ -19,14 +19,15 @@ class Module:
pass
class Match:
config = None
apikey = None
tbakey = None
timestamp = None
competition = None
data = []
results = []
data = None
results = None
def __init__(self, config, apikey, tbakey, timestamp, competition):
self.config = config
@ -125,4 +126,162 @@ class Match:
self.results = return_vector
d.push_match(self.apikey, self.competition, self.results)
d.push_match(self.apikey, self.competition, self.results)
class Metric:
config = None
apikey = None
tbakey = None
timestamp = None
competition = None
data = None
results = None
def __init__(self, config, apikey, tbakey, timestamp, competition):
self.config = config
self.apikey = apikey
self.tbakey = tbakey
self.timestamp = timestamp
self.competition = competition
def validate_config(self):
return True, ""
def load_data(self):
self.data = d.pull_new_tba_matches(self.apikey, self.competition, self.timestamp)
def process_data(self, exec_threads):
elo_N = self.config["elo"]["N"]
elo_K = self.config["elo"]["K"]
matches = self.data
red = {}
blu = {}
for match in matches:
red = d.load_metric(self.apikey, self.competition, match, "red", self.config)
blu = d.load_metric(self.apikey, self.competition, match, "blue", self.config)
elo_red_total = 0
elo_blu_total = 0
gl2_red_score_total = 0
gl2_blu_score_total = 0
gl2_red_rd_total = 0
gl2_blu_rd_total = 0
gl2_red_vol_total = 0
gl2_blu_vol_total = 0
for team in red:
elo_red_total += red[team]["elo"]["score"]
gl2_red_score_total += red[team]["gl2"]["score"]
gl2_red_rd_total += red[team]["gl2"]["rd"]
gl2_red_vol_total += red[team]["gl2"]["vol"]
for team in blu:
elo_blu_total += blu[team]["elo"]["score"]
gl2_blu_score_total += blu[team]["gl2"]["score"]
gl2_blu_rd_total += blu[team]["gl2"]["rd"]
gl2_blu_vol_total += blu[team]["gl2"]["vol"]
red_elo = {"score": elo_red_total / len(red)}
blu_elo = {"score": elo_blu_total / len(blu)}
red_gl2 = {"score": gl2_red_score_total / len(red), "rd": gl2_red_rd_total / len(red), "vol": gl2_red_vol_total / len(red)}
blu_gl2 = {"score": gl2_blu_score_total / len(blu), "rd": gl2_blu_rd_total / len(blu), "vol": gl2_blu_vol_total / len(blu)}
if match["winner"] == "red":
observations = {"red": 1, "blu": 0}
elif match["winner"] == "blue":
observations = {"red": 0, "blu": 1}
else:
observations = {"red": 0.5, "blu": 0.5}
red_elo_delta = an.Metric().elo(red_elo["score"], blu_elo["score"], observations["red"], elo_N, elo_K) - red_elo["score"]
blu_elo_delta = an.Metric().elo(blu_elo["score"], red_elo["score"], observations["blu"], elo_N, elo_K) - blu_elo["score"]
new_red_gl2_score, new_red_gl2_rd, new_red_gl2_vol = an.Metric().glicko2(red_gl2["score"], red_gl2["rd"], red_gl2["vol"], [blu_gl2["score"]], [blu_gl2["rd"]], [observations["red"], observations["blu"]])
new_blu_gl2_score, new_blu_gl2_rd, new_blu_gl2_vol = an.Metric().glicko2(blu_gl2["score"], blu_gl2["rd"], blu_gl2["vol"], [red_gl2["score"]], [red_gl2["rd"]], [observations["blu"], observations["red"]])
red_gl2_delta = {"score": new_red_gl2_score - red_gl2["score"], "rd": new_red_gl2_rd - red_gl2["rd"], "vol": new_red_gl2_vol - red_gl2["vol"]}
blu_gl2_delta = {"score": new_blu_gl2_score - blu_gl2["score"], "rd": new_blu_gl2_rd - blu_gl2["rd"], "vol": new_blu_gl2_vol - blu_gl2["vol"]}
for team in red:
red[team]["elo"]["score"] = red[team]["elo"]["score"] + red_elo_delta
red[team]["gl2"]["score"] = red[team]["gl2"]["score"] + red_gl2_delta["score"]
red[team]["gl2"]["rd"] = red[team]["gl2"]["rd"] + red_gl2_delta["rd"]
red[team]["gl2"]["vol"] = red[team]["gl2"]["vol"] + red_gl2_delta["vol"]
for team in blu:
blu[team]["elo"]["score"] = blu[team]["elo"]["score"] + blu_elo_delta
blu[team]["gl2"]["score"] = blu[team]["gl2"]["score"] + blu_gl2_delta["score"]
blu[team]["gl2"]["rd"] = blu[team]["gl2"]["rd"] + blu_gl2_delta["rd"]
blu[team]["gl2"]["vol"] = blu[team]["gl2"]["vol"] + blu_gl2_delta["vol"]
temp_vector = {}
temp_vector.update(red)
temp_vector.update(blu)
d.push_metric(self.client, self.competition, temp_vector)
def push_results(self):
pass
class Pit:
config = None
apikey = None
tbakey = None
timestamp = None
competition = None
data = None
results = None
def __init__(self, config, apikey, tbakey, timestamp, competition):
self.config = config
self.apikey = apikey
self.tbakey = tbakey
self.timestamp = timestamp
self.competition = competition
def validate_config(self):
return True, ""
def load_data(self):
self.data = d.load_pit(self.apikey, self.competition)
def process_data(self, exec_threads):
return_vector = {}
for team in self.data:
for variable in self.data[team]:
if variable in self.config:
if not variable in return_vector:
return_vector[variable] = []
return_vector[variable].append(self.data[team][variable])
self.results = return_vector
def push_results(self):
d.push_pit(self.apikey, self.competition, self.results)