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refactor!: combine vocab and user info in API

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Dylan De Faoite
2026-02-03 11:14:47 +00:00
parent e2a6e16c8a
commit aecbac958d
1 changed files with 27 additions and 7 deletions
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32
server/stat_gen.py
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@@ -177,6 +177,11 @@ class StatGen:
.sort_values(ascending=False) .sort_values(ascending=False)
) )
top_users = [
{"author": author, "source": source, "count": int(count)}
for (author, source), count in counts.items()
]
per_user = ( per_user = (
self.df.groupby(["author", "type"]) self.df.groupby(["author", "type"])
.size() .size()
@@ -191,14 +196,29 @@ class StatGen:
per_user["comment_post_ratio"] = per_user["comment"] / per_user["post"].replace(0, 1) per_user["comment_post_ratio"] = per_user["comment"] / per_user["post"].replace(0, 1)
per_user["comment_share"] = per_user["comment"] / (per_user["post"] + per_user["comment"]).replace(0, 1) per_user["comment_share"] = per_user["comment"] / (per_user["post"] + per_user["comment"]).replace(0, 1)
per_user = per_user.sort_values("comment_post_ratio", ascending=True) per_user = per_user.sort_values("comment_post_ratio", ascending=True)
per_user_records = per_user.reset_index().to_dict(orient="records")
vocab_rows = self._vocab_richness_per_user()
vocab_by_author = {row["author"]: row for row in vocab_rows}
# merge vocab richness + per_user information
merged_users = []
for row in per_user_records:
author = row["author"]
merged_users.append({
"author": author,
"post": int(row.get("post", 0)),
"comment": int(row.get("comment", 0)),
"comment_post_ratio": float(row.get("comment_post_ratio", 0)),
"comment_share": float(row.get("comment_share", 0)),
"vocab": vocab_by_author.get(author)
})
merged_users.sort(key=lambda u: u["comment_post_ratio"])
return { return {
"top_users": [ "top_users": top_users,
{"author": author, "source": source, "count": int(count)} "users": merged_users,
for (author, source), count in counts.items()
],
"users": per_user.reset_index().to_dict(orient="records"),
"vocab_per_user": self._vocab_richness_per_user()
} }
def search(self, search_query: str) -> dict: def search(self, search_query: str) -> dict: