Files
Bike-Tinder/app/db.py
Torres 04463cadcd P3: personalization core — event log + taste engine + section engine + agent pass + API + frontend
- db.py: guarded P3 tables (swipe_events/sections/section_items/taste_profile/
  agent_runs), one-time event seeding from swipes, append_event round math
- taste.py: deterministic taste engine (action x round x recency weights,
  n/(n+3) shrink, ramp w=min(.85,N/60), percentile norm, agent adjustments
  +/-10, points + source-labeled breakdown + tank bands)
- sections.py: compose/read/exhaust/forge — 2 wildcards + <=5 returns
  (<=2 nopes, surprising only) + remainder new, <=4/family, >=3 price
  bands w/ repair, returns maybe>like>nope, last-two-section exclusion,
  ondemand/strict modes
- agentpass.py: mock (deterministic) / live (OpenRouter, one retry) /
  fallback; strict payload schema; --print-summary/--dry-run
- api.py: GET /api/section, POST /api/section/forge, GET /api/trends,
  POST /api/agent/run, POST /api/prefs; P3 payload fields (points, tank,
  slot, round_next, points_breakdown); events stamped with section_id
- frontend: section buffer + progress pill, report screen + forge + mode
  toggle, WILDCARD/SECOND LOOK bands, tank gauges (list + dossier), dossier
  Why-this-rank, real Trends tab, /api/deck fallback for pre-P3 API, sw v2
- selfcheck: 9 new P3 checks (25/25 green)
2026-11-10 23:18:26 -04:00

144 lines
5.7 KiB
Python

"""SQLite connection + schema init for Bike-Tinder.
Stdlib only. The sqlite3 CLI is not installed on this host, so everything
goes through the sqlite3 module.
P3: init_db additionally creates the personalization tables
(swipe_events, sections, section_items, taste_profile, agent_runs),
migrates pre-P3 DBs in place (CREATE TABLE IF NOT EXISTS), and seeds
swipe_events from existing swipes rows exactly once (only-when-empty,
hence idempotent — see docs/DATA-MODEL.md "P3 additions").
"""
import os
import sqlite3
SCHEMA_PATH = os.path.join(os.path.dirname(__file__), 'schema.sql')
# P3 tables — guarded/idempotent; the locked v1 schema.sql stays untouched.
P3_SCHEMA = """
CREATE TABLE IF NOT EXISTS swipe_events (
id INTEGER PRIMARY KEY AUTOINCREMENT,
listing_id INTEGER NOT NULL REFERENCES listings(id) ON DELETE CASCADE,
action TEXT NOT NULL CHECK (action IN ('like','nope','maybe')),
round INTEGER NOT NULL DEFAULT 1,
section_id INTEGER,
created_at TEXT DEFAULT (datetime('now'))
);
CREATE INDEX IF NOT EXISTS idx_events_listing ON swipe_events (listing_id, round);
CREATE INDEX IF NOT EXISTS idx_events_time ON swipe_events (created_at);
CREATE TABLE IF NOT EXISTS sections (
id INTEGER PRIMARY KEY AUTOINCREMENT,
status TEXT NOT NULL DEFAULT 'open' CHECK (status IN ('open','report','closed')),
size INTEGER NOT NULL,
profile_version INTEGER,
recipe TEXT,
created_at TEXT DEFAULT (datetime('now')),
closed_at TEXT
);
CREATE TABLE IF NOT EXISTS section_items (
section_id INTEGER NOT NULL REFERENCES sections(id) ON DELETE CASCADE,
listing_id INTEGER NOT NULL REFERENCES listings(id) ON DELETE CASCADE,
slot TEXT NOT NULL CHECK (slot IN ('new','return','wildcard')),
position INTEGER NOT NULL,
PRIMARY KEY (section_id, listing_id)
);
CREATE INDEX IF NOT EXISTS idx_section_items_section ON section_items (section_id);
CREATE INDEX IF NOT EXISTS idx_section_items_listing ON section_items (listing_id);
CREATE TABLE IF NOT EXISTS taste_profile (
version INTEGER PRIMARY KEY AUTOINCREMENT,
created_at TEXT DEFAULT (datetime('now')),
source TEXT NOT NULL CHECK (source IN ('agent','mock','fallback')),
payload TEXT NOT NULL
);
CREATE TABLE IF NOT EXISTS agent_runs (
id INTEGER PRIMARY KEY AUTOINCREMENT,
started_at TEXT, finished_at TEXT,
ok INTEGER NOT NULL DEFAULT 0,
source TEXT, model TEXT, cost_note TEXT, error TEXT,
profile_version INTEGER
);
"""
def connect(db_path):
"""Open a connection with WAL mode and a busy_timeout, then ensure schema."""
parent = os.path.dirname(os.path.abspath(db_path))
if parent:
os.makedirs(parent, exist_ok=True)
conn = sqlite3.connect(db_path)
conn.row_factory = sqlite3.Row
conn.execute('PRAGMA journal_mode=WAL')
conn.execute('PRAGMA busy_timeout=5000')
conn.execute('PRAGMA foreign_keys=ON')
return conn
def init_db(conn):
"""Apply schema.sql (idempotent) + guarded P2/P3 migrations.
P2 additions (docs/DATA-MODEL.md) are added with idempotent
``ALTER TABLE ... ADD COLUMN`` guarded by a PRAGMA check, so the locked
v1 schema.sql stays untouched and existing DBs migrate in place.
P3 additions create the personalization tables (idempotent) and seed
swipe_events from swipes exactly once (when the events table is empty).
"""
with open(SCHEMA_PATH, encoding='utf-8') as fh:
conn.executescript(fh.read())
cols = {r['name'] for r in conn.execute("PRAGMA table_info('listings')")}
if 'year' not in cols:
conn.execute('ALTER TABLE listings ADD COLUMN year INTEGER')
if 'seller_type' not in cols:
conn.execute('ALTER TABLE listings ADD COLUMN seller_type TEXT')
if 'extras' not in cols:
conn.execute('ALTER TABLE listings ADD COLUMN extras TEXT')
# P3 tables (idempotent on every call)
conn.executescript(P3_SCHEMA)
# P3 event seeding: one round-1 event per existing swipe, copied
# created_at. Only when swipe_events is empty — hence idempotent.
n_events = conn.execute(
'SELECT COUNT(*) AS n FROM swipe_events').fetchone()['n']
if n_events == 0:
conn.execute(
"""INSERT INTO swipe_events
(listing_id, action, round, section_id, created_at)
SELECT listing_id, action, 1, NULL, created_at
FROM swipes""")
conn.commit()
def append_event(conn, listing_id, action, section_id=None, created_at=None):
"""Append one swipe event; round = prior events for this listing + 1.
Returns the assigned round. Every swipe write path must call this once
per verdict change (swipes stays the materialized latest verdict;
swipe_events is the append-only learning log).
"""
prior = conn.execute(
'SELECT COUNT(*) AS n FROM swipe_events WHERE listing_id=?',
(listing_id,)).fetchone()['n']
round_ = prior + 1
if created_at is None:
created_at = None # let the column default (datetime('now')) apply
conn.execute(
"""INSERT INTO swipe_events (listing_id, action, round, section_id)
VALUES (?,?,?,?)""",
(listing_id, action, round_, section_id))
else:
conn.execute(
"""INSERT INTO swipe_events
(listing_id, action, round, section_id, created_at)
VALUES (?,?,?,?,?)""",
(listing_id, action, round_, section_id, created_at))
return round_
def next_round(conn, listing_id):
"""Round the NEXT event on this listing will get (= prior events + 1)."""
prior = conn.execute(
'SELECT COUNT(*) AS n FROM swipe_events WHERE listing_id=?',
(listing_id,)).fetchone()['n']
return min(prior + 1, 2)