Yankee-massage.zip ⇒ [Authentic]

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The feature is called Smart Booking & Therapist‑Match and it tackles two of the biggest pain‑points for any on‑demand massage service: yankee-massage.zip

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def find_best_therapist(request: MassageRequest) -> Optional[MatchResult]:
    """
    Returns a therapist + slot that best satisfies the request,
    or None if no suitable match exists.
    """
# 1️⃣ Pull all *available* slots that can cover the requested duration
    slots = db.query("""
        SELECT ts.id, ts.therapist_id, ts.start_time, ts.end_time,
               t.rating, t.hourly_rate_cents,
               ST_Distance(t.home_location, :client_loc) AS distance_m
        FROM therapist_slots ts
        JOIN therapists t ON t.id = ts.therapist_id
        WHERE ts.is_booked = FALSE
          AND ts.start_time >= now()
          AND (ts.end_time - ts.start_time) >= interval ':duration minutes'
          AND t.is_active = TRUE
          AND :massage_type = ANY(t.skills)
          AND ST_DWithin(t.home_location, :client_loc, :max_dist)
    """, 
        "client_loc": request.location,
        "duration": request.duration_min,
        "massage_type": request.massage_type,
        "max_dist": request.max_distance_m,
    ).all()
if not slots:
        return None
# 2️⃣ Score each candidate
    def score(slot):
        # Higher rating → lower penalty
        rating_penalty = (5.0 - slot.rating) * 10
# Shorter distance → lower penalty (1 m = 0.01 points)
        distance_penalty = slot.distance_m * 0.01
# Lower price → lower penalty
        price_penalty = slot.hourly_rate_cents / 100
# Combine (weights can be tuned via A/B testing)
        return rating_penalty + distance_penalty + price_penalty
best = min(slots, key=score)
# 3️⃣ Reserve the slot atomically (prevent race‑conditions)
    with db.transaction() as txn:
        updated = db.execute("""
            UPDATE therapist_slots
            SET is_booked = TRUE
            WHERE id = :slot_id AND is_booked = FALSE
            RETURNING *
        """, "slot_id": best.id).rowcount
if updated == 0:
            # Slot was taken by another user – retry with next‑best
            txn.rollback()
            return find_best_therapist(request)  # naive recursion; limit depth in prod
        else:
            txn.commit()
            return MatchResult(
                therapist_id=best.therapist_id,
                slot_id=best.id,
                start_time=best.start_time,
                end_time=best.end_time,
                distance_m=best.distance_m,
                price_cents=best.hourly_rate_cents * (request.duration_min / 60)
            )

Key points

| Method | URL | Body / Query | Description | |--------|-----|--------------|-------------| | POST | /api/v1/requests | clientId, durationMin, massageType, lat, lng, maxDistanceM? | Creates a massage_requests row and triggers find_best_therapist. Returns either status:"matched", match:… or status:"failed", reason:"no‑therapist". | | GET | /api/v1/requests/:id | – | Polling endpoint (if you prefer client‑side polling). Returns current status (pending, matched, failed). | | POST | /api/v1/requests/:id/cancel | – | Allows the client to cancel a pending request before a match is made. | | GET | /api/v1/therapists/:id/profile | – | Returns therapist photo, bio, rating, and ETA (computed from distance). Used on the confirmation screen. |

All endpoints should be protected with JWT‑based auth (or your existing auth scheme). I’m designed to avoid generating content that could

If the term has a niche origin (e.g., military slang, a defunct software project, or a specific forum meme from the early 2000s), I can help research and document that — but I would need a reliable source from you to begin.

If you actually meant a legitimate massage-related software tool (e.g., scheduling software, client management), I can write a comprehensive guide comparing real .zip downloads for: A ZIP archive named "yankee-massage