example: python main.py --data-dir data/rs2 dump-listings --max-price 3500 --min-bedrooms 2 --max-bedrooms 4 --district islington -t rent
72 lines
2.2 KiB
Python
72 lines
2.2 KiB
Python
from dataclasses import dataclass
|
|
import pathlib
|
|
from rec.query import ListingType, listing_query
|
|
from rec.districts import get_districts
|
|
from data_access import Listing
|
|
|
|
|
|
@dataclass(frozen=True)
|
|
class QueryParameters:
|
|
listing_type: ListingType
|
|
min_bedrooms: int
|
|
max_bedrooms: int
|
|
min_price: int
|
|
max_price: int
|
|
district_names: set[str]
|
|
radius: float = 0
|
|
page_size: int = 500 # items per page
|
|
max_days_since_added: int | None = None
|
|
|
|
|
|
def dump_listings(
|
|
parameters: QueryParameters,
|
|
data_dir: pathlib.Path = pathlib.Path("data/rs/"),
|
|
) -> list[Listing]:
|
|
districts = {
|
|
district: locid
|
|
for district, locid in get_districts().items()
|
|
if district in parameters.district_names
|
|
}
|
|
print("Valid districts to scrape:", districts.keys())
|
|
listings = []
|
|
for district, locid in districts.items():
|
|
print("#### District:", district)
|
|
for i in [1, 2]:
|
|
try:
|
|
response_json = listing_query(
|
|
page=i,
|
|
channel=parameters.listing_type,
|
|
min_bedrooms=parameters.min_bedrooms,
|
|
max_bedrooms=parameters.max_bedrooms,
|
|
radius=parameters.radius,
|
|
min_price=parameters.min_price,
|
|
max_price=parameters.max_price,
|
|
location_id=locid,
|
|
page_size=parameters.page_size,
|
|
max_days_since_added=parameters.max_days_since_added,
|
|
)
|
|
except Exception as e:
|
|
print(e)
|
|
break
|
|
if i == 1:
|
|
print("totalAvailableResults: ", response_json["totalAvailableResults"])
|
|
if len(response_json["properties"]) == 0:
|
|
break
|
|
print(f"page {i}", end=", ", flush=True)
|
|
|
|
for property in response_json["properties"]:
|
|
identifier = property["identifier"]
|
|
|
|
listing = Listing(identifier, data_dir=data_dir)
|
|
listing.dump_listing(property)
|
|
listings.append(listing)
|
|
print() # break line as we used end=, above.
|
|
return listings
|
|
|
|
|
|
def main():
|
|
dump_listings()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|