Hide spam and abusive comments on your Page

from datetime import datetime, timezone
from clickruntime import on_trigger, credentials, http, state, ai, notify

G = "https://graph.facebook.com/v21.0"
PAGE_ID = "104857600000000"

def page_token():
    user = credentials.connection("facebook", "work")
    return http.get(f"{G}/{PAGE_ID}", params={"fields": "access_token", "access_token": user}).json()["access_token"]

@on_trigger
def run(event):
    hidden = state.get("hidden_today") or []
    if event.get("scheduled_time", "")[11:13] == "18" and hidden:
        notify.email_me(f"Hidden {len(hidden)} Facebook comment(s) today", "\n".join(hidden))
        state.set("hidden_today", [])
    token = page_token()
    since = state.get("since") or int(datetime.now(timezone.utc).timestamp()) - 900
    posts = http.get(f"{G}/{PAGE_ID}/posts", params={"limit": 10, "access_token": token}).json()["data"]
    comments = [c for p in posts for c in http.get(f"{G}/{p['id']}/comments",
                params={"since": since, "fields": "message", "access_token": token}).json()["data"]]
    if comments:
        numbered = "\n".join(f"{i}. {c['message'][:300]}" for i, c in enumerate(comments))
        labels = ai.generate("Label each comment ok, spam, scam or abuse. One label per line, same order.\n" + numbered,
                             max_output_tokens=8 * len(comments)).text.lower().split()
        for c, label in zip(comments, labels):
            if label in ("spam", "scam", "abuse"):
                http.post(f"{G}/{c['id']}", data={"is_hidden": "true", "access_token": token}).raise_for_status()
                hidden.append(f"[{label}] {c['message'][:120]}")
        state.set("hidden_today", hidden)
    state.set("since", int(datetime.now(timezone.utc).timestamp()))
    return {"checked": len(comments)}