qb = QueryBuilder(request.args)
query = qb.buildPackageQuery()
- pkgs = [{ "author": package.author.username, "name": package.name, "score": package.score } \
- for package in query.all()]
+ pkgs = [package.getScoreDict() for package in query.all()]
return jsonify(pkgs)
## Score
-A package's score is currently equal to a pseudo rolling average of downloads.
-In the future, a package will also gain score through reviews.
+A package's score is currently equal to a pseudo rolling average of downloads,
+plus the sum of review scores.
+
+A review score is 100 if positive, -100 if negative.
+
+ score = avg_downloads + Σ 100 * (positive ? 1 : -1)
## Pseudo rolling average of downloads
## Manual adjustments
The admin occasionally reduces all packages by a set percentage to speed up
-convergence. Convergence is when
+convergence. Convergence is when the pseudo-rolling average matches the actual
+rolling average - the effect of the legacy heuristic is gone.
## Transparency and Feedback
else:
raise Exception("Permission {} is not related to packages".format(perm.name))
- def setStartScore(self):
- downloads = self.downloads
-
- forum_score = 0
- forum_bonus = 0
- topic = self.forums and ForumTopic.query.get(self.forums)
- if topic:
- months = (datetime.datetime.now() - topic.created_at).days / 30
- years = months / 12
- forum_score = topic.views / max(years, 0.0416) + 80*min(max(months, 0.5), 6)
- forum_bonus = topic.views + topic.posts
-
- self.score = max(downloads, forum_score * 0.6) + forum_bonus
-
- if self.getMainScreenshotURL() is None:
- self.score *= 0.8
-
- self.recalcScore()
+ def getScoreDict(self):
+ return {
+ "author": self.author.username,
+ "name": self.name,
+ "score": self.score,
+ "score_downloads": self.score_downloads,
+ "score_reviews": self.score - self.score_downloads,
+ "downloads": self.downloads
+ }
def recalcScore(self):
- self.score_downloads = self.score
-
+ review_scores = [ 100 * r.asSign() for r in self.reviews ]
+ self.score = self.score_downloads + sum(review_scores)
class MetaPackage(db.Model):
thread = db.relationship("Thread", uselist=False, back_populates="review")
+ def asSign(self):
+ return 1 if self.recommends else -1
+
def getEditURL(self):
return url_for("packages.edit_review",
author=self.package.author.username,