also detect outliners on next and previous score, instead on averages.
This commit is contained in:
Hannes Verschore
Родитель
b537083c19
Коммит
18f864b763
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@ -83,7 +83,7 @@ class DBTable:
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c.execute("UPDATE "+self.table()+" \
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SET "+",".join(sets)+" \
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WHERE id = %s", (self.id, ))
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@staticmethod
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def valuefy(value):
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if "'" in str(value):
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@ -202,7 +202,7 @@ class Mode(DBTable):
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if row[0] == 0:
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continue
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yield Mode(row[0])
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@staticmethod
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def table():
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return "awfy_mode"
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@ -370,16 +370,20 @@ class RegressionTools(DBTable):
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return False
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if self.prev() is None:
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return False
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if abs(self.next().get("score") - self.prev().get("score")) < self.noise():
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if (abs(self.next().get("score") - self.get("score")) > self.noise() and
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abs(self.prev().get("score") - self.get("score")) > self.noise()):
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return True
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prevs, _ = self.avg_prevs_nexts()
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_, nexts = self.next().avg_prevs_nexts()
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if prevs is None or nexts is None:
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return False
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if abs(prevs-nexts) <= self.noise():
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if (abs(self.get('score') - self.prev().get('score')) > self.noise() and
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if (abs(self.get('score') - self.prev().get('score')) > self.noise() and
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abs(self.get('score') - self.next().get('score')) > self.noise()):
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return True
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return False
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def next(self):
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self.initialize()
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if "next" not in self.cached:
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@ -388,7 +392,7 @@ class RegressionTools(DBTable):
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def compute_next(self):
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nexts = self.prefetch_next(10)
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prev = self
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prev.cached["next"] = None
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for score in nexts:
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@ -413,7 +417,7 @@ class RegressionTools(DBTable):
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def compute_prev(self):
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prevs = self.prefetch_prev(10)
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next_ = self
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next_.cached["prev"] = None
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for score in prevs:
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@ -496,7 +500,7 @@ class RegressionTools(DBTable):
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# How many runs do we need to test?
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runs = self.runs()
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# Get scores before and after this run.
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# Get scores before and after this run.
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prevs = [i.get('score') for i in self.prevs_no_outliners(runs)]
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nexts = [self.get('score')] + [i.get('score') for i in self.nexts_no_outliners(runs - 1)]
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@ -511,12 +515,12 @@ class RegressionTools(DBTable):
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avg_prevs = sum(prevs)
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avg_nexts = sum(nexts)
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# Handle edge cases.
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if avg_prevs != 0:
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avg_prevs /= sum(p_weight)
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avg_prevs /= sum(p_weight)
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if avg_nexts != 0:
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avg_nexts /= sum(n_weight)
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avg_nexts /= sum(n_weight)
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return avg_prevs, avg_nexts
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@ -525,7 +529,7 @@ class RegressionTools(DBTable):
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# How many runs do we need to test?
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runs = self.runs()
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# Get scores before and after this run.
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# Get scores before and after this run.
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prevs = [i.get('score') for i in self.prevs(runs)]
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nexts = [self.get('score')] + [i.get('score') for i in self.nexts(runs - 1)]
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@ -540,12 +544,12 @@ class RegressionTools(DBTable):
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avg_prevs = sum(prevs)
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avg_nexts = sum(nexts)
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# Handle edge cases.
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if avg_prevs != 0:
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avg_prevs /= sum(p_weight)
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avg_prevs /= sum(p_weight)
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if avg_nexts != 0:
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avg_nexts /= sum(n_weight)
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avg_nexts /= sum(n_weight)
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return avg_prevs, avg_nexts
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@ -553,7 +557,7 @@ class RegressionTools(DBTable):
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prevs, nexts = self.avg_prevs_nexts_no_outliners()
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if not prevs or not nexts:
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return None
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return abs(prevs - nexts)
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def avg_change(self):
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@ -575,7 +579,7 @@ class Score(RegressionTools):
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@staticmethod
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def table():
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return "awfy_score"
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def sane(self):
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if self.get("suite_version_id") == -1:
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return False
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@ -672,13 +676,13 @@ class Score(RegressionTools):
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if row:
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return Score(row[0])
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return None
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def dump(self):
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import datetime
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print datetime.datetime.fromtimestamp(
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int(self.get("build").get("run").get("stamp"))
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).strftime('%Y-%m-%d %H:%M:%S'),
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print "", self.get("build").get("run").get("machine").get("description"),
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print "", self.get("build").get("run").get("machine").get("description"),
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print "", self.get("build").get("mode").get("name"),
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print "", self.get("suite_version").get("name")+":", self.avg_change(),
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print "", self.prev().get("score") if self.prev() else "", self.get("score"),
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@ -707,7 +711,7 @@ class Breakdown(RegressionTools):
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print "no noise?"
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return False
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return True
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def prefetch_next(self, limit = 1):
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stamp = self.get("build").get("run").get("stamp")
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machine = self.get("build").get("run").get("machine_id")
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@ -798,7 +802,7 @@ class Breakdown(RegressionTools):
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print datetime.datetime.fromtimestamp(
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int(self.get("build").get("run").get("stamp"))
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).strftime('%Y-%m-%d %H:%M:%S'),
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print "", self.get("build").get("run").get("machine").get("description"),
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print "", self.get("build").get("run").get("machine").get("description"),
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print "", self.get("build").get("mode").get("name"),
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print "", self.get("suite_test").get("suite_version").get("name")+":", self.get("suite_test").get("name")+":", self.avg_change(),
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print "", self.prev().get("score") if self.prev() else "", self.get("score"),
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