Scrapping Hotel Rates from Booking.com - (Python Preferred)

We are a hotel developer & consultancy and we're looking to scrape hotel rates & property information from Booking.com. Given a date and a location, we'd like to scrape the hotel rates for each room type for each property. For instance, if we select "Tokyo" and "August 21st, 2018," we'd like to collect the rates for all the room types of the hotels that are listed on [login to view URL] in Tokyo. Output format should be csv or Excel. Input: Date / Location Ouput example: Property Name: Park Hyatt Tokyo / Room Type: Park Deluxe King / Rate: 782 USD / Bed Type: 1 King Bed / Room Size: 55 sqm / Included: 8 % VAT, ¥ 200 City tax per person per stay, 15 % Property service charge / Cancelation: No money back / Breakfast not included. Optional at US 47. In addition to this, we'd like to scrape the number of rooms for each property. e.g. Park Hyatt Tokyo: 177 Rooms. Note that we're looking to purchase a code so we can run it ourselves. Best if it is written in Python and if you can help run the program through a cloud-based service like AWS or GCP that would be super. We're hoping to roll this program out so we can gather hotel rates globally. We understand that [login to view URL]'s interface changes so we'd like to ask for support after you deliver the product - we can pay additionally if necessary for this.