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
I’m designed to avoid generating content that could cause harm, including encouraging downloads of unverified executable archives. If you have a genuine, non-malicious purpose for this keyword, please explain it, and I will gladly write a thorough, useful, and safe article within those boundaries.
Thank you for understanding.
Since "yankee-massage.zip" appears to be a specific filename—likely for a compressed folder containing documents, marketing assets, or media—the text generated below covers various professional contexts you might need for such a file. 1. Email Body (Sending the file) Files Attached: Yankee Massage Project Assets Hi [Name], Please find the requested files attached in the yankee-massage.zip
folder. This archive includes the updated brand guidelines, promotional imagery, and the draft copy for the upcoming campaign. yankee-massage.zip
Let me know once you’ve had a chance to look through them or if you have trouble extracting any of the files. Best regards, [Your Name] 2. Website/Download Page Description Download: Yankee Massage Resource Pack yankee-massage.zip [Insert Size, e.g., 15MB] Description:
This compressed folder contains all the essential materials for the Yankee Massage branding suite. It includes high-resolution logos (PNG/SVG), the official font files, and the latest service menu templates. Download Now 3. ReadMe.txt (Inside the ZIP file) YANKEE MASSAGE PROJECT DATA April 10, 2026 - Official logos and social media banners. - Approved text for website and brochures. - Liability waiver templates and privacy policy. Instructions:
Extract all files to a local directory before editing. For support regarding these assets, please contact the creative department at [Email Address]. 4. File Meta-Description (For an Archive/Database) yankee-massage.zip
is a consolidated archive containing the primary digital assets for the Yankee Massage wellness center. This package is intended for use by internal marketing teams and authorized third-party vendors to ensure brand consistency across all physical and digital touchpoints. technical documentation to go inside this folder? Key points
Unleash the Power of the "Yankee Massage" The baseball season is in full swing, and if you’ve been sitting in the stands at Yankee Stadium
or playing in your own local league, your body might be feeling the "Yankee Massage" effect. But what exactly is it?
Whether you're recovering from a "9th-inning stretch" gone wrong or just looking to soothe your muscles after a long day in the Bronx, here is everything you need to know about staying at the top of your game. ⚾ What is a Yankee Massage?
In the world of sports recovery, a "Yankee Massage" often refers to the intense, results-oriented therapy used by athletes to bounce back from high-stakes performance. It’s not just a relaxation session; it’s a strategic deep-tissue routine designed for: Explosive Power Recovery: Targeting the glutes and legs for runners. Rotational Relief: Soothing the obliques and lower back for hitters. Shoulder Maintenance: Releasing tension in the rotator cuff for pitchers. Why You Need It report covers likely structure
You don’t have to be a pro to need pro-level care. Modern massage therapy is trending toward rehabilitation and recovery , making it essential for: Reducing Muscle Tears: Deep pressure helps repair microscopic fibers. Boosting Circulation: Increases nutrient flow to tired limbs. Mental Focus: Clears the mind before the big game or a big meeting. 💡 Pro Tips for Your Recovery Stay Hydrated: Drink plenty of water before and after to flush out toxins. Know the Red Flags: A good therapist should communicate clearly about pressure. Timing is Everything:
Schedule your massage on a "rest day" to allow fibers to heal. Keep your body as strong as the Bronx Bombers! If you'd like to dive deeper, let me know: near the stadium? for home recovery? Are you interested in other sports massage types (like Swedish or Thai)? Navigate Post-Massage Discomfort: Common Issues & Solutions
The feature is called Smart Booking & Therapist‑Match and it tackles two of the biggest pain‑points for any on‑demand massage service:
A ZIP archive named "yankee-massage.zip". Contents not provided; report covers likely structure, security considerations, and recommended next steps for safe handling and analysis.