d0da0b8dce
Member Effectiveness Score
- New BillCosponsor table (migration 0018) with per-bill co-sponsor
party data required for the bipartisan multiplier
- bill_category column on Bill (substantive | commemorative | administrative)
set by a cheap one-shot LLM call after each brief is generated
- effectiveness_score / percentile / tier columns on Member
- New bill_classifier.py worker with 5 tasks:
classify_bill_category — triggered from llm_processor after brief
fetch_bill_cosponsors — triggered from congress_poller on new bill
calculate_effectiveness_scores — nightly at 5 AM UTC
backfill_bill_categories / backfill_all_bill_cosponsors — one-time
- Scoring: distance-traveled pts × bipartisan (1.5×) × substance (0.1×
for commemorative) × leadership (1.2× for committee chairs)
- Percentile normalised within (seniority tier × party) buckets
- Effectiveness card on member detail page with colour-coded bar
- Admin panel: 3 new backfill/calculate controls in Maintenance section
Representation Alignment View
- New GET /api/alignment endpoint: cross-references user's stanced bill
follows (pocket_veto/pocket_boost) with followed members' vote positions
- Efficient bulk queries — no N+1 loops
- New /alignment page with ranked member list and alignment bars
- Alignment added to sidebar nav (auth-required)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
107 lines
4.3 KiB
Python
107 lines
4.3 KiB
Python
from celery import Celery
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from celery.schedules import crontab
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from kombu import Queue
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from app.config import settings
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celery_app = Celery(
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"pocketveto",
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broker=settings.REDIS_URL,
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backend=settings.REDIS_URL,
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include=[
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"app.workers.congress_poller",
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"app.workers.document_fetcher",
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"app.workers.llm_processor",
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"app.workers.news_fetcher",
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"app.workers.trend_scorer",
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"app.workers.member_interest",
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"app.workers.notification_dispatcher",
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"app.workers.llm_batch_processor",
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"app.workers.bill_classifier",
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],
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)
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celery_app.conf.update(
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task_serializer="json",
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result_serializer="json",
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accept_content=["json"],
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timezone="UTC",
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enable_utc=True,
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# Late ack: task is only removed from queue after completion, not on pickup.
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# Combined with idempotent tasks, this ensures no work is lost if a worker crashes.
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task_acks_late=True,
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# Prevent workers from prefetching LLM tasks and blocking other workers.
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worker_prefetch_multiplier=1,
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# Route tasks to named queues
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task_routes={
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"app.workers.congress_poller.*": {"queue": "polling"},
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"app.workers.document_fetcher.*": {"queue": "documents"},
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"app.workers.llm_processor.*": {"queue": "llm"},
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"app.workers.llm_batch_processor.*": {"queue": "llm"},
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"app.workers.bill_classifier.*": {"queue": "llm"},
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"app.workers.news_fetcher.*": {"queue": "news"},
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"app.workers.trend_scorer.*": {"queue": "news"},
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"app.workers.member_interest.*": {"queue": "news"},
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"app.workers.notification_dispatcher.*": {"queue": "polling"},
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},
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task_queues=[
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Queue("polling"),
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Queue("documents"),
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Queue("llm"),
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Queue("news"),
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],
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# RedBeat stores schedule in Redis — restart-safe and dynamically updatable
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redbeat_redis_url=settings.REDIS_URL,
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beat_scheduler="redbeat.RedBeatScheduler",
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beat_schedule={
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"poll-congress-bills": {
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"task": "app.workers.congress_poller.poll_congress_bills",
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"schedule": crontab(minute=f"*/{settings.CONGRESS_POLL_INTERVAL_MINUTES}"),
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},
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"fetch-news-active-bills": {
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"task": "app.workers.news_fetcher.fetch_news_for_active_bills",
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"schedule": crontab(hour="*/6", minute=0),
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},
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"calculate-trend-scores": {
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"task": "app.workers.trend_scorer.calculate_all_trend_scores",
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"schedule": crontab(hour=2, minute=0),
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},
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"fetch-news-active-members": {
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"task": "app.workers.member_interest.fetch_news_for_active_members",
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"schedule": crontab(hour="*/12", minute=30),
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},
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"calculate-member-trend-scores": {
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"task": "app.workers.member_interest.calculate_all_member_trend_scores",
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"schedule": crontab(hour=3, minute=0),
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},
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"sync-members": {
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"task": "app.workers.congress_poller.sync_members",
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"schedule": crontab(hour=1, minute=0), # 1 AM UTC daily — refreshes chamber/district/contact info
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},
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"fetch-actions-active-bills": {
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"task": "app.workers.congress_poller.fetch_actions_for_active_bills",
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"schedule": crontab(hour=4, minute=0), # 4 AM UTC, after trend + member scoring
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},
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"dispatch-notifications": {
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"task": "app.workers.notification_dispatcher.dispatch_notifications",
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"schedule": crontab(minute="*/5"), # Every 5 minutes
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},
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"send-notification-digest": {
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"task": "app.workers.notification_dispatcher.send_notification_digest",
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"schedule": crontab(hour=8, minute=0), # 8 AM UTC daily
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},
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"send-weekly-digest": {
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"task": "app.workers.notification_dispatcher.send_weekly_digest",
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"schedule": crontab(hour=8, minute=30, day_of_week=1), # Monday 8:30 AM UTC
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},
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"poll-llm-batch-results": {
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"task": "app.workers.llm_batch_processor.poll_llm_batch_results",
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"schedule": crontab(minute="*/30"),
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},
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"calculate-effectiveness-scores": {
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"task": "app.workers.bill_classifier.calculate_effectiveness_scores",
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"schedule": crontab(hour=5, minute=0), # 5 AM UTC, after all other nightly tasks
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},
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},
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)
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