- rewrote & optimized flow
- new_construction data point - renamed "agent" & "broker" to "agent_name" & "broker_name" - added builder & office data - added entity uuidspull/102/head v0.4.0
parent
6d14b8df5a
commit
32fdc281e3
27
README.md
27
README.md
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@ -92,7 +92,7 @@ Optional
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│
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│
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├── proxy (string): In format 'http://user:pass@host:port'
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├── proxy (string): In format 'http://user:pass@host:port'
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│
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│
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├── extra_property_data (True/False): Increases requests by O(n). If set, this fetches additional property data (e.g. agent, broker, property evaluations etc.)
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├── extra_property_data (True/False): Increases requests by O(n). If set, this fetches additional property data for general searches (e.g. schools, tax appraisals etc.)
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│
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│
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├── exclude_pending (True/False): If set, excludes pending properties from the results unless listing_type is 'pending'
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├── exclude_pending (True/False): If set, excludes pending properties from the results unless listing_type is 'pending'
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│
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│
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@ -123,6 +123,7 @@ Property
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│ ├── sqft
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│ ├── sqft
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│ ├── year_built
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│ ├── year_built
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│ ├── stories
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│ ├── stories
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│ ├── garage
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│ └── lot_sqft
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│ └── lot_sqft
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├── Property Listing Details:
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├── Property Listing Details:
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@ -135,7 +136,7 @@ Property
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│ ├── sold_price
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│ ├── sold_price
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│ ├── last_sold_date
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│ ├── last_sold_date
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│ ├── price_per_sqft
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│ ├── price_per_sqft
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│ ├── parking_garage
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│ ├── new_construction
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│ └── hoa_fee
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│ └── hoa_fee
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├── Location Details:
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├── Location Details:
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@ -143,21 +144,31 @@ Property
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│ ├── longitude
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│ ├── longitude
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│ ├── nearby_schools
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│ ├── nearby_schools
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├── Agent Info:
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├── Agent Info:
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│ ├── agent
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│ ├── agent_id
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│ ├── agent_name
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│ ├── agent_email
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│ ├── agent_email
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│ └── agent_phone
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│ └── agent_phone
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├── Broker Info:
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├── Broker Info:
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│ ├── broker
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│ ├── broker_id
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│ ├── broker_email
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│ └── broker_name
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│ └── broker_website
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├── Builder Info:
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│ ├── builder_id
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│ └── builder_name
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├── Office Info:
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│ ├── office_id
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│ ├── office_name
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│ ├── office_phones
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│ └── office_email
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```
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```
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### Exceptions
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### Exceptions
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The following exceptions may be raised when using HomeHarvest:
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The following exceptions may be raised when using HomeHarvest:
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- `InvalidListingType` - valid options: `for_sale`, `for_rent`, `sold`
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- `InvalidListingType` - valid options: `for_sale`, `for_rent`, `sold`, `pending`.
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- `InvalidDate` - date_from or date_to is not in the format YYYY-MM-DD.
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- `InvalidDate` - date_from or date_to is not in the format YYYY-MM-DD.
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- `AuthenticationError` - Realtor.com token request failed.
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- `AuthenticationError` - Realtor.com token request failed.
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@ -90,18 +90,41 @@ class AgentPhone: #: For documentation purposes only (at the moment)
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@dataclass
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@dataclass
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class Agent:
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class Entity:
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name: str | None = None
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name: str
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uuid: str | None = None
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@dataclass
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class Agent(Entity):
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phones: list[dict] | AgentPhone | None = None
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phones: list[dict] | AgentPhone | None = None
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email: str | None = None
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email: str | None = None
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href: str | None = None
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href: str | None = None
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@dataclass
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@dataclass
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class Broker:
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class Office(Entity):
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name: str | None = None
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email: str | None = None
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phone: str | None = None
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href: str | None = None
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website: str | None = None
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phones: list[dict] | AgentPhone | None = None
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@dataclass
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class Broker(Entity):
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pass
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@dataclass
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class Builder(Entity):
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pass
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@dataclass
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class Advertisers:
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agent: Agent | None = None
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broker: Broker | None = None
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builder: Builder | None = None
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office: Office | None = None
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@dataclass
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@dataclass
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@ -120,6 +143,7 @@ class Property:
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pending_date: str | None = None
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pending_date: str | None = None
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last_sold_date: str | None = None
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last_sold_date: str | None = None
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prc_sqft: int | None = None
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prc_sqft: int | None = None
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new_construction: bool | None = None
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hoa_fee: int | None = None
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hoa_fee: int | None = None
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days_on_mls: int | None = None
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days_on_mls: int | None = None
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description: Description | None = None
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description: Description | None = None
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@ -129,8 +153,8 @@ class Property:
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neighborhoods: Optional[str] = None
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neighborhoods: Optional[str] = None
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county: Optional[str] = None
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county: Optional[str] = None
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fips_code: Optional[str] = None
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fips_code: Optional[str] = None
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agents: list[Agent] | None = None
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brokers: list[Broker] | None = None
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nearby_schools: list[str] = None
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nearby_schools: list[str] = None
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assessed_value: int | None = None
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assessed_value: int | None = None
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estimated_value: int | None = None
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estimated_value: int | None = None
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advertisers: Advertisers | None = None
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@ -11,7 +11,8 @@ from datetime import datetime
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from typing import Dict, Union, Optional
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from typing import Dict, Union, Optional
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from .. import Scraper
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from .. import Scraper
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from ..models import Property, Address, ListingType, Description, PropertyType, Agent, Broker
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from ..models import Property, Address, ListingType, Description, PropertyType, Agent, Broker, Builder, Advertisers, Office
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from .queries import GENERAL_RESULTS_QUERY, SEARCH_HOMES_DATA, HOMES_DATA
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class RealtorScraper(Scraper):
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class RealtorScraper(Scraper):
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return result[0]
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return result[0]
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def handle_listing(self, listing_id: str) -> list[Property]:
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query = """query Listing($listing_id: ID!) {
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listing(id: $listing_id) {
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source {
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id
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listing_id
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}
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address {
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line
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street_direction
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street_number
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street_name
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street_suffix
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unit
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city
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state_code
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postal_code
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location {
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coordinate {
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lat
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lon
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}
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}
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}
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basic {
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sqft
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beds
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baths_full
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baths_half
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lot_sqft
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sold_price
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type
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price
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status
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sold_date
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list_date
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}
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details {
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year_built
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stories
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garage
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permalink
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}
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media {
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photos {
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href
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}
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}
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}
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}"""
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variables = {"listing_id": listing_id}
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payload = {
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"query": query,
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"variables": variables,
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}
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response = self.session.post(self.SEARCH_GQL_URL, json=payload)
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response_json = response.json()
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property_info = response_json["data"]["listing"]
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mls = (
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property_info["source"].get("id")
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if "source" in property_info and isinstance(property_info["source"], dict)
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else None
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)
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able_to_get_lat_long = (
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property_info
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and property_info.get("address")
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and property_info["address"].get("location")
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and property_info["address"]["location"].get("coordinate")
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)
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list_date_str = (
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property_info["basic"]["list_date"].split("T")[0] if property_info["basic"].get("list_date") else None
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)
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last_sold_date_str = (
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property_info["basic"]["sold_date"].split("T")[0] if property_info["basic"].get("sold_date") else None
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)
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pending_date_str = property_info["pending_date"].split("T")[0] if property_info.get("pending_date") else None
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list_date = datetime.strptime(list_date_str, "%Y-%m-%d") if list_date_str else None
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last_sold_date = datetime.strptime(last_sold_date_str, "%Y-%m-%d") if last_sold_date_str else None
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pending_date = datetime.strptime(pending_date_str, "%Y-%m-%d") if pending_date_str else None
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today = datetime.now()
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days_on_mls = None
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status = property_info["basic"]["status"].lower()
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if list_date:
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if status == "sold" and last_sold_date:
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days_on_mls = (last_sold_date - list_date).days
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elif status in ("for_sale", "for_rent"):
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days_on_mls = (today - list_date).days
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if days_on_mls and days_on_mls < 0:
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days_on_mls = None
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property_id = property_info["details"]["permalink"]
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prop_details = self.get_prop_details(property_id)
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style = property_info["basic"].get("type", "").upper()
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listing = Property(
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mls=mls,
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mls_id=(
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property_info["source"].get("listing_id")
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if "source" in property_info and isinstance(property_info["source"], dict)
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else None
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),
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property_url=f"{self.PROPERTY_URL}{property_id}",
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status=property_info["basic"]["status"].upper(),
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list_price=property_info["basic"]["price"],
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list_date=list_date,
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prc_sqft=(
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property_info["basic"].get("price") / property_info["basic"].get("sqft")
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if property_info["basic"].get("price") and property_info["basic"].get("sqft")
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else None
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),
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last_sold_date=last_sold_date,
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pending_date=pending_date,
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latitude=property_info["address"]["location"]["coordinate"].get("lat") if able_to_get_lat_long else None,
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longitude=property_info["address"]["location"]["coordinate"].get("lon") if able_to_get_lat_long else None,
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address=self._parse_address(property_info, search_type="handle_listing"),
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description=Description(
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alt_photos=(
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self.process_alt_photos(property_info["media"].get("photos", []))
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if property_info.get("media")
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else None
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),
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style=PropertyType.__getitem__(style) if style and style in PropertyType.__members__ else None,
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beds=property_info["basic"].get("beds"),
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baths_full=property_info["basic"].get("baths_full"),
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baths_half=property_info["basic"].get("baths_half"),
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sqft=property_info["basic"].get("sqft"),
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lot_sqft=property_info["basic"].get("lot_sqft"),
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sold_price=property_info["basic"].get("sold_price"),
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year_built=property_info["details"].get("year_built"),
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garage=property_info["details"].get("garage"),
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stories=property_info["details"].get("stories"),
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text=property_info.get("description", {}).get("text"),
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),
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days_on_mls=days_on_mls,
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agents=prop_details.get("agents"),
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brokers=prop_details.get("brokers"),
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nearby_schools=prop_details.get("schools"),
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assessed_value=prop_details.get("assessed_value"),
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estimated_value=prop_details.get("estimated_value"),
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)
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return [listing]
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def get_latest_listing_id(self, property_id: str) -> str | None:
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def get_latest_listing_id(self, property_id: str) -> str | None:
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query = """query Property($property_id: ID!) {
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query = """query Property($property_id: ID!) {
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property(id: $property_id) {
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property(id: $property_id) {
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else:
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else:
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return property_info["listings"][0]["listing_id"]
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return property_info["listings"][0]["listing_id"]
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def handle_address(self, property_id: str) -> list[Property]:
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def handle_home(self, property_id: str) -> list[Property]:
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"""
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query = """query Home($property_id: ID!) {
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Handles a specific address & returns one property
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home(property_id: $property_id) %s
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"""
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}""" % HOMES_DATA
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query = """query Property($property_id: ID!) {
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property(id: $property_id) {
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property_id
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details {
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date_updated
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garage
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permalink
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year_built
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stories
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}
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address {
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line
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street_direction
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street_number
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street_name
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street_suffix
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unit
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city
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state_code
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postal_code
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location {
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coordinate {
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lat
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lon
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}
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}
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}
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basic {
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baths
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beds
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price
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sqft
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lot_sqft
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type
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sold_price
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}
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public_record {
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lot_size
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sqft
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stories
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units
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year_built
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}
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primary_photo {
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href
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}
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photos {
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href
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}
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}
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}"""
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variables = {"property_id": property_id}
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variables = {"property_id": property_id}
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prop_details = self.get_prop_details(property_id)
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payload = {
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payload = {
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"query": query,
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"query": query,
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"variables": variables,
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"variables": variables,
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@ -295,103 +94,123 @@ class RealtorScraper(Scraper):
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response = self.session.post(self.SEARCH_GQL_URL, json=payload)
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response = self.session.post(self.SEARCH_GQL_URL, json=payload)
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response_json = response.json()
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response_json = response.json()
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property_info = response_json["data"]["property"]
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property_info = response_json["data"]["home"]
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return [
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return [
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Property(
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self.process_property(property_info, "home")
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mls_id=property_id,
|
|
||||||
property_url=f"{self.PROPERTY_URL}{property_info['details']['permalink']}",
|
|
||||||
address=self._parse_address(property_info, search_type="handle_address"),
|
|
||||||
description=self._parse_description(property_info),
|
|
||||||
agents=prop_details.get("agents"),
|
|
||||||
brokers=prop_details.get("brokers"),
|
|
||||||
nearby_schools=prop_details.get("schools"),
|
|
||||||
assessed_value=prop_details.get("assessed_value"),
|
|
||||||
estimated_value=prop_details.get("estimated_value"),
|
|
||||||
)
|
|
||||||
]
|
]
|
||||||
|
|
||||||
|
@staticmethod
|
||||||
|
def process_advertisers(advertisers: list[dict] | None) -> Advertisers | None:
|
||||||
|
if not advertisers:
|
||||||
|
return None
|
||||||
|
|
||||||
|
def _parse_fulfillment_id(fulfillment_id: str | None) -> str | None:
|
||||||
|
return fulfillment_id if fulfillment_id and fulfillment_id != "0" else None
|
||||||
|
|
||||||
|
processed_advertisers = Advertisers()
|
||||||
|
|
||||||
|
for advertiser in advertisers:
|
||||||
|
advertiser_type = advertiser.get("type")
|
||||||
|
if advertiser_type == "seller": #: agent
|
||||||
|
processed_advertisers.agent = Agent(
|
||||||
|
uuid=advertiser.get("mls_set"),
|
||||||
|
name=advertiser.get("name"),
|
||||||
|
email=advertiser.get("email"),
|
||||||
|
phones=advertiser.get("phones"),
|
||||||
|
)
|
||||||
|
|
||||||
|
if advertiser.get('broker') and advertiser["broker"].get('name'): #: has a broker
|
||||||
|
processed_advertisers.broker = Broker(
|
||||||
|
uuid=_parse_fulfillment_id(advertiser["broker"].get("fulfillment_id")),
|
||||||
|
name=advertiser["broker"].get("name"),
|
||||||
|
)
|
||||||
|
|
||||||
|
if advertiser.get("office"): #: has an office
|
||||||
|
processed_advertisers.office = Office(
|
||||||
|
uuid=_parse_fulfillment_id(advertiser["office"].get("fulfillment_id")) or advertiser["office"].get("mls_set"),
|
||||||
|
name=advertiser["office"].get("name"),
|
||||||
|
email=advertiser["office"].get("email"),
|
||||||
|
phones=advertiser["office"].get("phones"),
|
||||||
|
)
|
||||||
|
|
||||||
|
if advertiser_type == "community": #: could be builder
|
||||||
|
if advertiser.get("builder"):
|
||||||
|
processed_advertisers.builder = Builder(
|
||||||
|
uuid=_parse_fulfillment_id(advertiser["builder"].get("fulfillment_id")),
|
||||||
|
name=advertiser["builder"].get("name"),
|
||||||
|
)
|
||||||
|
|
||||||
|
return processed_advertisers
|
||||||
|
|
||||||
|
def process_property(self, result: dict, query_name: str) -> Property | None:
|
||||||
|
mls = result["source"].get("id") if "source" in result and isinstance(result["source"], dict) else None
|
||||||
|
|
||||||
|
if not mls and self.mls_only:
|
||||||
|
return
|
||||||
|
|
||||||
|
able_to_get_lat_long = (
|
||||||
|
result
|
||||||
|
and result.get("location")
|
||||||
|
and result["location"].get("address")
|
||||||
|
and result["location"]["address"].get("coordinate")
|
||||||
|
)
|
||||||
|
|
||||||
|
is_pending = result["flags"].get("is_pending") or result["flags"].get("is_contingent")
|
||||||
|
|
||||||
|
if is_pending and (self.exclude_pending and self.listing_type != ListingType.PENDING):
|
||||||
|
return
|
||||||
|
|
||||||
|
property_id = result["property_id"]
|
||||||
|
prop_details = self.get_prop_details(property_id) if self.extra_property_data and query_name != "home" else {}
|
||||||
|
if not prop_details:
|
||||||
|
prop_details = self.process_extra_property_details(result)
|
||||||
|
|
||||||
|
property_estimates_root = result.get("current_estimates") or result.get("estimates", {}).get("currentValues")
|
||||||
|
estimated_value = self.get_key(property_estimates_root, [0, "estimate"])
|
||||||
|
|
||||||
|
advertisers = self.process_advertisers(result.get("advertisers"))
|
||||||
|
|
||||||
|
realty_property = Property(
|
||||||
|
mls=mls,
|
||||||
|
mls_id=(
|
||||||
|
result["source"].get("listing_id")
|
||||||
|
if "source" in result and isinstance(result["source"], dict)
|
||||||
|
else None
|
||||||
|
),
|
||||||
|
property_url=(
|
||||||
|
f"{self.PROPERTY_URL}{property_id}"
|
||||||
|
if self.listing_type != ListingType.FOR_RENT
|
||||||
|
else f"{self.PROPERTY_URL}M{property_id}?listing_status=rental"
|
||||||
|
),
|
||||||
|
status="PENDING" if is_pending else result["status"].upper(),
|
||||||
|
list_price=result["list_price"],
|
||||||
|
list_price_min=result["list_price_min"],
|
||||||
|
list_price_max=result["list_price_max"],
|
||||||
|
list_date=result["list_date"].split("T")[0] if result.get("list_date") else None,
|
||||||
|
prc_sqft=result.get("price_per_sqft"),
|
||||||
|
last_sold_date=result.get("last_sold_date"),
|
||||||
|
new_construction=result["flags"].get("is_new_construction") is True,
|
||||||
|
hoa_fee=result["hoa"]["fee"] if result.get("hoa") and isinstance(result["hoa"], dict) else None,
|
||||||
|
latitude=result["location"]["address"]["coordinate"].get("lat") if able_to_get_lat_long else None,
|
||||||
|
longitude=result["location"]["address"]["coordinate"].get("lon") if able_to_get_lat_long else None,
|
||||||
|
address=self._parse_address(result, search_type="general_search"),
|
||||||
|
description=self._parse_description(result),
|
||||||
|
neighborhoods=self._parse_neighborhoods(result),
|
||||||
|
county=result["location"]["county"].get("name") if result["location"]["county"] else None,
|
||||||
|
fips_code=result["location"]["county"].get("fips_code") if result["location"]["county"] else None,
|
||||||
|
days_on_mls=self.calculate_days_on_mls(result),
|
||||||
|
nearby_schools=prop_details.get("schools"),
|
||||||
|
assessed_value=prop_details.get("assessed_value"),
|
||||||
|
estimated_value=estimated_value if estimated_value else None,
|
||||||
|
advertisers=advertisers,
|
||||||
|
)
|
||||||
|
return realty_property
|
||||||
|
|
||||||
def general_search(self, variables: dict, search_type: str) -> Dict[str, Union[int, list[Property]]]:
|
def general_search(self, variables: dict, search_type: str) -> Dict[str, Union[int, list[Property]]]:
|
||||||
"""
|
"""
|
||||||
Handles a location area & returns a list of properties
|
Handles a location area & returns a list of properties
|
||||||
"""
|
"""
|
||||||
results_query = """{
|
|
||||||
count
|
|
||||||
total
|
|
||||||
results {
|
|
||||||
pending_date
|
|
||||||
property_id
|
|
||||||
list_date
|
|
||||||
status
|
|
||||||
last_sold_price
|
|
||||||
last_sold_date
|
|
||||||
list_price
|
|
||||||
list_price_max
|
|
||||||
list_price_min
|
|
||||||
price_per_sqft
|
|
||||||
flags {
|
|
||||||
is_contingent
|
|
||||||
is_pending
|
|
||||||
}
|
|
||||||
description {
|
|
||||||
type
|
|
||||||
sqft
|
|
||||||
beds
|
|
||||||
baths_full
|
|
||||||
baths_half
|
|
||||||
lot_sqft
|
|
||||||
sold_price
|
|
||||||
year_built
|
|
||||||
garage
|
|
||||||
sold_price
|
|
||||||
type
|
|
||||||
name
|
|
||||||
stories
|
|
||||||
text
|
|
||||||
}
|
|
||||||
source {
|
|
||||||
id
|
|
||||||
listing_id
|
|
||||||
}
|
|
||||||
hoa {
|
|
||||||
fee
|
|
||||||
}
|
|
||||||
location {
|
|
||||||
address {
|
|
||||||
street_direction
|
|
||||||
street_number
|
|
||||||
street_name
|
|
||||||
street_suffix
|
|
||||||
line
|
|
||||||
unit
|
|
||||||
city
|
|
||||||
state_code
|
|
||||||
postal_code
|
|
||||||
coordinate {
|
|
||||||
lon
|
|
||||||
lat
|
|
||||||
}
|
|
||||||
}
|
|
||||||
county {
|
|
||||||
name
|
|
||||||
fips_code
|
|
||||||
}
|
|
||||||
neighborhoods {
|
|
||||||
name
|
|
||||||
}
|
|
||||||
}
|
|
||||||
tax_record {
|
|
||||||
public_record_id
|
|
||||||
}
|
|
||||||
primary_photo {
|
|
||||||
href
|
|
||||||
}
|
|
||||||
photos {
|
|
||||||
href
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}"""
|
|
||||||
|
|
||||||
date_param = ""
|
date_param = ""
|
||||||
if self.listing_type == ListingType.SOLD:
|
if self.listing_type == ListingType.SOLD:
|
||||||
|
@ -443,13 +262,14 @@ class RealtorScraper(Scraper):
|
||||||
%s
|
%s
|
||||||
limit: 200
|
limit: 200
|
||||||
offset: $offset
|
offset: $offset
|
||||||
) %s""" % (
|
) %s
|
||||||
|
}""" % (
|
||||||
is_foreclosure,
|
is_foreclosure,
|
||||||
listing_type.value.lower(),
|
listing_type.value.lower(),
|
||||||
date_param,
|
date_param,
|
||||||
pending_or_contingent_param,
|
pending_or_contingent_param,
|
||||||
sort_param,
|
sort_param,
|
||||||
results_query,
|
GENERAL_RESULTS_QUERY,
|
||||||
)
|
)
|
||||||
elif search_type == "area": #: general search, came from a general location
|
elif search_type == "area": #: general search, came from a general location
|
||||||
query = """query Home_search(
|
query = """query Home_search(
|
||||||
|
@ -473,13 +293,14 @@ class RealtorScraper(Scraper):
|
||||||
%s
|
%s
|
||||||
limit: 200
|
limit: 200
|
||||||
offset: $offset
|
offset: $offset
|
||||||
) %s""" % (
|
) %s
|
||||||
|
}""" % (
|
||||||
is_foreclosure,
|
is_foreclosure,
|
||||||
listing_type.value.lower(),
|
listing_type.value.lower(),
|
||||||
date_param,
|
date_param,
|
||||||
pending_or_contingent_param,
|
pending_or_contingent_param,
|
||||||
sort_param,
|
sort_param,
|
||||||
results_query,
|
GENERAL_RESULTS_QUERY,
|
||||||
)
|
)
|
||||||
else: #: general search, came from an address
|
else: #: general search, came from an address
|
||||||
query = (
|
query = (
|
||||||
|
@ -487,14 +308,15 @@ class RealtorScraper(Scraper):
|
||||||
$property_id: [ID]!
|
$property_id: [ID]!
|
||||||
$offset: Int!,
|
$offset: Int!,
|
||||||
) {
|
) {
|
||||||
property_search(
|
home_search(
|
||||||
query: {
|
query: {
|
||||||
property_id: $property_id
|
property_id: $property_id
|
||||||
}
|
}
|
||||||
limit: 1
|
limit: 1
|
||||||
offset: $offset
|
offset: $offset
|
||||||
) %s"""
|
) %s
|
||||||
% results_query
|
}"""
|
||||||
|
% GENERAL_RESULTS_QUERY
|
||||||
)
|
)
|
||||||
|
|
||||||
payload = {
|
payload = {
|
||||||
|
@ -518,63 +340,6 @@ class RealtorScraper(Scraper):
|
||||||
):
|
):
|
||||||
return {"total": 0, "properties": []}
|
return {"total": 0, "properties": []}
|
||||||
|
|
||||||
def process_property(result: dict) -> Property | None:
|
|
||||||
mls = result["source"].get("id") if "source" in result and isinstance(result["source"], dict) else None
|
|
||||||
|
|
||||||
if not mls and self.mls_only:
|
|
||||||
return
|
|
||||||
|
|
||||||
able_to_get_lat_long = (
|
|
||||||
result
|
|
||||||
and result.get("location")
|
|
||||||
and result["location"].get("address")
|
|
||||||
and result["location"]["address"].get("coordinate")
|
|
||||||
)
|
|
||||||
|
|
||||||
is_pending = result["flags"].get("is_pending") or result["flags"].get("is_contingent")
|
|
||||||
|
|
||||||
if is_pending and (self.exclude_pending and self.listing_type != ListingType.PENDING):
|
|
||||||
return
|
|
||||||
|
|
||||||
property_id = result["property_id"]
|
|
||||||
prop_details = self.get_prop_details(property_id) if self.extra_property_data else {}
|
|
||||||
|
|
||||||
realty_property = Property(
|
|
||||||
mls=mls,
|
|
||||||
mls_id=(
|
|
||||||
result["source"].get("listing_id")
|
|
||||||
if "source" in result and isinstance(result["source"], dict)
|
|
||||||
else None
|
|
||||||
),
|
|
||||||
property_url=(
|
|
||||||
f"{self.PROPERTY_URL}{property_id}"
|
|
||||||
if self.listing_type != ListingType.FOR_RENT
|
|
||||||
else f"{self.PROPERTY_URL}M{property_id}?listing_status=rental"
|
|
||||||
),
|
|
||||||
status="PENDING" if is_pending else result["status"].upper(),
|
|
||||||
list_price=result["list_price"],
|
|
||||||
list_price_min=result["list_price_min"],
|
|
||||||
list_price_max=result["list_price_max"],
|
|
||||||
list_date=result["list_date"].split("T")[0] if result.get("list_date") else None,
|
|
||||||
prc_sqft=result.get("price_per_sqft"),
|
|
||||||
last_sold_date=result.get("last_sold_date"),
|
|
||||||
hoa_fee=result["hoa"]["fee"] if result.get("hoa") and isinstance(result["hoa"], dict) else None,
|
|
||||||
latitude=result["location"]["address"]["coordinate"].get("lat") if able_to_get_lat_long else None,
|
|
||||||
longitude=result["location"]["address"]["coordinate"].get("lon") if able_to_get_lat_long else None,
|
|
||||||
address=self._parse_address(result, search_type="general_search"),
|
|
||||||
description=self._parse_description(result),
|
|
||||||
neighborhoods=self._parse_neighborhoods(result),
|
|
||||||
county=result["location"]["county"].get("name") if result["location"]["county"] else None,
|
|
||||||
fips_code=result["location"]["county"].get("fips_code") if result["location"]["county"] else None,
|
|
||||||
days_on_mls=self.calculate_days_on_mls(result),
|
|
||||||
agents=prop_details.get("agents"),
|
|
||||||
brokers=prop_details.get("brokers"),
|
|
||||||
nearby_schools=prop_details.get("schools"),
|
|
||||||
assessed_value=prop_details.get("assessed_value"),
|
|
||||||
estimated_value=prop_details.get("estimated_value"),
|
|
||||||
)
|
|
||||||
return realty_property
|
|
||||||
|
|
||||||
properties_list = response_json["data"][search_key]["results"]
|
properties_list = response_json["data"][search_key]["results"]
|
||||||
total_properties = response_json["data"][search_key]["total"]
|
total_properties = response_json["data"][search_key]["total"]
|
||||||
offset = variables.get("offset", 0)
|
offset = variables.get("offset", 0)
|
||||||
|
@ -585,7 +350,7 @@ class RealtorScraper(Scraper):
|
||||||
|
|
||||||
with ThreadPoolExecutor(max_workers=self.NUM_PROPERTY_WORKERS) as executor:
|
with ThreadPoolExecutor(max_workers=self.NUM_PROPERTY_WORKERS) as executor:
|
||||||
futures = [
|
futures = [
|
||||||
executor.submit(process_property, result) for result in properties_list
|
executor.submit(self.process_property, result, search_key) for result in properties_list
|
||||||
]
|
]
|
||||||
|
|
||||||
for future in as_completed(futures):
|
for future in as_completed(futures):
|
||||||
|
@ -617,17 +382,7 @@ class RealtorScraper(Scraper):
|
||||||
if location_type == "address":
|
if location_type == "address":
|
||||||
if not self.radius: #: single address search, non comps
|
if not self.radius: #: single address search, non comps
|
||||||
property_id = location_info["mpr_id"]
|
property_id = location_info["mpr_id"]
|
||||||
search_variables |= {"property_id": property_id}
|
return self.handle_home(property_id)
|
||||||
|
|
||||||
gql_results = self.general_search(search_variables, search_type=search_type)
|
|
||||||
if gql_results["total"] == 0:
|
|
||||||
listing_id = self.get_latest_listing_id(property_id)
|
|
||||||
if listing_id is None:
|
|
||||||
return self.handle_address(property_id)
|
|
||||||
else:
|
|
||||||
return self.handle_listing(listing_id)
|
|
||||||
else:
|
|
||||||
return gql_results["properties"]
|
|
||||||
|
|
||||||
else: #: general search, comps (radius)
|
else: #: general search, comps (radius)
|
||||||
if not location_info.get("centroid"):
|
if not location_info.get("centroid"):
|
||||||
|
@ -674,87 +429,49 @@ class RealtorScraper(Scraper):
|
||||||
|
|
||||||
return homes
|
return homes
|
||||||
|
|
||||||
|
@staticmethod
|
||||||
|
def get_key(data: dict, keys: list):
|
||||||
|
try:
|
||||||
|
value = data
|
||||||
|
for key in keys:
|
||||||
|
value = value[key]
|
||||||
|
|
||||||
|
return value or {}
|
||||||
|
except (KeyError, TypeError, IndexError):
|
||||||
|
return {}
|
||||||
|
|
||||||
|
def process_extra_property_details(self, result: dict) -> dict:
|
||||||
|
schools = self.get_key(result, ["nearbySchools", "schools"])
|
||||||
|
assessed_value = self.get_key(result, ["taxHistory", 0, "assessment", "total"])
|
||||||
|
|
||||||
|
schools = [school["district"]["name"] for school in schools if school["district"].get("name")]
|
||||||
|
return {
|
||||||
|
"schools": schools if schools else None,
|
||||||
|
"assessed_value": assessed_value if assessed_value else None,
|
||||||
|
}
|
||||||
|
|
||||||
def get_prop_details(self, property_id: str) -> dict:
|
def get_prop_details(self, property_id: str) -> dict:
|
||||||
if not self.extra_property_data:
|
if not self.extra_property_data:
|
||||||
return {}
|
return {}
|
||||||
|
|
||||||
#: TODO: migrate "advertisers" and "estimates" to general query
|
|
||||||
|
|
||||||
query = """query GetHome($property_id: ID!) {
|
query = """query GetHome($property_id: ID!) {
|
||||||
home(property_id: $property_id) {
|
home(property_id: $property_id) {
|
||||||
__typename
|
__typename
|
||||||
|
|
||||||
advertisers {
|
|
||||||
__typename
|
|
||||||
type
|
|
||||||
name
|
|
||||||
email
|
|
||||||
phones { number type ext primary }
|
|
||||||
}
|
|
||||||
|
|
||||||
consumer_advertisers {
|
|
||||||
name
|
|
||||||
phone
|
|
||||||
href
|
|
||||||
type
|
|
||||||
}
|
|
||||||
|
|
||||||
nearbySchools: nearby_schools(radius: 5.0, limit_per_level: 3) {
|
nearbySchools: nearby_schools(radius: 5.0, limit_per_level: 3) {
|
||||||
__typename schools { district { __typename id name } }
|
__typename schools { district { __typename id name } }
|
||||||
}
|
}
|
||||||
taxHistory: tax_history { __typename tax year assessment { __typename building land total } }
|
taxHistory: tax_history { __typename tax year assessment { __typename building land total } }
|
||||||
estimates {
|
|
||||||
__typename
|
|
||||||
currentValues: current_values {
|
|
||||||
__typename
|
|
||||||
source { __typename type name }
|
|
||||||
estimate
|
|
||||||
estimateHigh: estimate_high
|
|
||||||
estimateLow: estimate_low
|
|
||||||
date
|
|
||||||
isBestHomeValue: isbest_homevalue
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
}"""
|
}"""
|
||||||
|
|
||||||
variables = {"property_id": property_id}
|
variables = {"property_id": property_id}
|
||||||
response = self.session.post(self.PROPERTY_GQL, json={"query": query, "variables": variables})
|
response = self.session.post(self.PROPERTY_GQL, json={"query": query, "variables": variables})
|
||||||
|
|
||||||
data = response.json()
|
data = response.json()
|
||||||
|
property_details = data["data"]["home"]
|
||||||
|
|
||||||
def get_key(keys: list):
|
return self.process_extra_property_details(property_details)
|
||||||
try:
|
|
||||||
value = data
|
|
||||||
for key in keys:
|
|
||||||
value = value[key]
|
|
||||||
|
|
||||||
return value or {}
|
|
||||||
except (KeyError, TypeError, IndexError):
|
|
||||||
return {}
|
|
||||||
|
|
||||||
agents = get_key(["data", "home", "advertisers"])
|
|
||||||
advertisers = get_key(["data", "home", "consumer_advertisers"])
|
|
||||||
|
|
||||||
schools = get_key(["data", "home", "nearbySchools", "schools"])
|
|
||||||
assessed_value = get_key(["data", "home", "taxHistory", 0, "assessment", "total"])
|
|
||||||
estimated_value = get_key(["data", "home", "estimates", "currentValues", 0, "estimate"])
|
|
||||||
|
|
||||||
agents = [Agent(name=ad["name"], email=ad["email"], phones=ad["phones"]) for ad in agents]
|
|
||||||
|
|
||||||
brokers = [
|
|
||||||
Broker(name=ad["name"], phone=ad["phone"], website=ad["href"])
|
|
||||||
for ad in advertisers
|
|
||||||
if ad.get("type") != "Agent"
|
|
||||||
]
|
|
||||||
|
|
||||||
schools = [school["district"]["name"] for school in schools if school["district"].get("name")]
|
|
||||||
return {
|
|
||||||
"agents": agents if agents else None,
|
|
||||||
"brokers": brokers if brokers else None,
|
|
||||||
"schools": schools if schools else None,
|
|
||||||
"assessed_value": assessed_value if assessed_value else None,
|
|
||||||
"estimated_value": estimated_value if estimated_value else None,
|
|
||||||
}
|
|
||||||
|
|
||||||
@staticmethod
|
@staticmethod
|
||||||
def _parse_neighborhoods(result: dict) -> Optional[str]:
|
def _parse_neighborhoods(result: dict) -> Optional[str]:
|
||||||
|
@ -829,7 +546,7 @@ class RealtorScraper(Scraper):
|
||||||
sqft=description_data.get("sqft"),
|
sqft=description_data.get("sqft"),
|
||||||
lot_sqft=description_data.get("lot_sqft"),
|
lot_sqft=description_data.get("lot_sqft"),
|
||||||
sold_price=(
|
sold_price=(
|
||||||
description_data.get("sold_price")
|
result.get('last_sold_price') or description_data.get("sold_price")
|
||||||
if result.get("last_sold_date") or result["list_price"] != description_data.get("sold_price")
|
if result.get("last_sold_date") or result["list_price"] != description_data.get("sold_price")
|
||||||
else None
|
else None
|
||||||
), #: has a sold date or list and sold price are different
|
), #: has a sold date or list and sold price are different
|
||||||
|
@ -859,14 +576,8 @@ class RealtorScraper(Scraper):
|
||||||
return days
|
return days
|
||||||
|
|
||||||
@staticmethod
|
@staticmethod
|
||||||
def process_alt_photos(photos_info):
|
def process_alt_photos(photos_info: list[dict]) -> list[str] | None:
|
||||||
try:
|
if not photos_info:
|
||||||
alt_photos = []
|
return None
|
||||||
if photos_info:
|
|
||||||
for photo_info in photos_info:
|
return [photo_info["href"].replace("s.jpg", "od-w480_h360_x2.webp?w=1080&q=75") for photo_info in photos_info if photo_info.get("href")]
|
||||||
href = photo_info.get("href", "")
|
|
||||||
alt_photo_href = href.replace("s.jpg", "od-w480_h360_x2.webp?w=1080&q=75")
|
|
||||||
alt_photos.append(alt_photo_href)
|
|
||||||
return alt_photos
|
|
||||||
except Exception:
|
|
||||||
pass
|
|
||||||
|
|
|
@ -0,0 +1,161 @@
|
||||||
|
_SEARCH_HOMES_DATA_BASE = """{
|
||||||
|
pending_date
|
||||||
|
listing_id
|
||||||
|
property_id
|
||||||
|
list_date
|
||||||
|
status
|
||||||
|
last_sold_price
|
||||||
|
last_sold_date
|
||||||
|
list_price
|
||||||
|
list_price_max
|
||||||
|
list_price_min
|
||||||
|
price_per_sqft
|
||||||
|
flags {
|
||||||
|
is_contingent
|
||||||
|
is_pending
|
||||||
|
is_new_construction
|
||||||
|
}
|
||||||
|
description {
|
||||||
|
type
|
||||||
|
sqft
|
||||||
|
beds
|
||||||
|
baths_full
|
||||||
|
baths_half
|
||||||
|
lot_sqft
|
||||||
|
year_built
|
||||||
|
garage
|
||||||
|
type
|
||||||
|
name
|
||||||
|
stories
|
||||||
|
text
|
||||||
|
}
|
||||||
|
source {
|
||||||
|
id
|
||||||
|
listing_id
|
||||||
|
}
|
||||||
|
hoa {
|
||||||
|
fee
|
||||||
|
}
|
||||||
|
location {
|
||||||
|
address {
|
||||||
|
street_direction
|
||||||
|
street_number
|
||||||
|
street_name
|
||||||
|
street_suffix
|
||||||
|
line
|
||||||
|
unit
|
||||||
|
city
|
||||||
|
state_code
|
||||||
|
postal_code
|
||||||
|
coordinate {
|
||||||
|
lon
|
||||||
|
lat
|
||||||
|
}
|
||||||
|
}
|
||||||
|
county {
|
||||||
|
name
|
||||||
|
fips_code
|
||||||
|
}
|
||||||
|
neighborhoods {
|
||||||
|
name
|
||||||
|
}
|
||||||
|
}
|
||||||
|
tax_record {
|
||||||
|
public_record_id
|
||||||
|
}
|
||||||
|
primary_photo {
|
||||||
|
href
|
||||||
|
}
|
||||||
|
photos {
|
||||||
|
href
|
||||||
|
}
|
||||||
|
advertisers {
|
||||||
|
email
|
||||||
|
broker {
|
||||||
|
name
|
||||||
|
fulfillment_id
|
||||||
|
}
|
||||||
|
type
|
||||||
|
name
|
||||||
|
fulfillment_id
|
||||||
|
builder {
|
||||||
|
name
|
||||||
|
fulfillment_id
|
||||||
|
}
|
||||||
|
phones {
|
||||||
|
ext
|
||||||
|
primary
|
||||||
|
type
|
||||||
|
number
|
||||||
|
}
|
||||||
|
office {
|
||||||
|
name
|
||||||
|
email
|
||||||
|
fulfillment_id
|
||||||
|
href
|
||||||
|
phones {
|
||||||
|
number
|
||||||
|
type
|
||||||
|
primary
|
||||||
|
ext
|
||||||
|
}
|
||||||
|
mls_set
|
||||||
|
}
|
||||||
|
corporation {
|
||||||
|
specialties
|
||||||
|
name
|
||||||
|
bio
|
||||||
|
href
|
||||||
|
fulfillment_id
|
||||||
|
}
|
||||||
|
mls_set
|
||||||
|
rental_corporation {
|
||||||
|
fulfillment_id
|
||||||
|
}
|
||||||
|
rental_management {
|
||||||
|
name
|
||||||
|
fulfillment_id
|
||||||
|
}
|
||||||
|
}
|
||||||
|
"""
|
||||||
|
|
||||||
|
HOMES_DATA = """%s
|
||||||
|
nearbySchools: nearby_schools(radius: 5.0, limit_per_level: 3) {
|
||||||
|
__typename schools { district { __typename id name } }
|
||||||
|
}
|
||||||
|
taxHistory: tax_history { __typename tax year assessment { __typename building land total } }
|
||||||
|
estimates {
|
||||||
|
__typename
|
||||||
|
currentValues: current_values {
|
||||||
|
__typename
|
||||||
|
source { __typename type name }
|
||||||
|
estimate
|
||||||
|
estimateHigh: estimate_high
|
||||||
|
estimateLow: estimate_low
|
||||||
|
date
|
||||||
|
isBestHomeValue: isbest_homevalue
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}""" % _SEARCH_HOMES_DATA_BASE
|
||||||
|
|
||||||
|
SEARCH_HOMES_DATA = """%s
|
||||||
|
current_estimates {
|
||||||
|
__typename
|
||||||
|
source {
|
||||||
|
__typename
|
||||||
|
type
|
||||||
|
name
|
||||||
|
}
|
||||||
|
estimate
|
||||||
|
estimateHigh: estimate_high
|
||||||
|
estimateLow: estimate_low
|
||||||
|
date
|
||||||
|
isBestHomeValue: isbest_homevalue
|
||||||
|
}
|
||||||
|
}""" % _SEARCH_HOMES_DATA_BASE
|
||||||
|
|
||||||
|
GENERAL_RESULTS_QUERY = """{
|
||||||
|
count
|
||||||
|
total
|
||||||
|
results %s
|
||||||
|
}""" % SEARCH_HOMES_DATA
|
|
@ -1,7 +1,7 @@
|
||||||
from __future__ import annotations
|
from __future__ import annotations
|
||||||
import pandas as pd
|
import pandas as pd
|
||||||
from datetime import datetime
|
from datetime import datetime
|
||||||
from .core.scrapers.models import Property, ListingType, Agent
|
from .core.scrapers.models import Property, ListingType, Advertisers
|
||||||
from .exceptions import InvalidListingType, InvalidDate
|
from .exceptions import InvalidListingType, InvalidDate
|
||||||
|
|
||||||
ordered_properties = [
|
ordered_properties = [
|
||||||
|
@ -31,6 +31,7 @@ ordered_properties = [
|
||||||
"last_sold_date",
|
"last_sold_date",
|
||||||
"assessed_value",
|
"assessed_value",
|
||||||
"estimated_value",
|
"estimated_value",
|
||||||
|
"new_construction",
|
||||||
"lot_sqft",
|
"lot_sqft",
|
||||||
"price_per_sqft",
|
"price_per_sqft",
|
||||||
"latitude",
|
"latitude",
|
||||||
|
@ -41,12 +42,18 @@ ordered_properties = [
|
||||||
"stories",
|
"stories",
|
||||||
"hoa_fee",
|
"hoa_fee",
|
||||||
"parking_garage",
|
"parking_garage",
|
||||||
"agent",
|
"agent_id",
|
||||||
|
"agent_name",
|
||||||
"agent_email",
|
"agent_email",
|
||||||
"agent_phones",
|
"agent_phones",
|
||||||
"broker",
|
"broker_id",
|
||||||
"broker_phone",
|
"broker_name",
|
||||||
"broker_website",
|
"builder_id",
|
||||||
|
"builder_name",
|
||||||
|
"office_id",
|
||||||
|
"office_name",
|
||||||
|
"office_email",
|
||||||
|
"office_phones",
|
||||||
"nearby_schools",
|
"nearby_schools",
|
||||||
"primary_photo",
|
"primary_photo",
|
||||||
"alt_photos",
|
"alt_photos",
|
||||||
|
@ -66,19 +73,31 @@ def process_result(result: Property) -> pd.DataFrame:
|
||||||
prop_data["state"] = address_data.state
|
prop_data["state"] = address_data.state
|
||||||
prop_data["zip_code"] = address_data.zip
|
prop_data["zip_code"] = address_data.zip
|
||||||
|
|
||||||
if "agents" in prop_data:
|
if "advertisers" in prop_data and prop_data.get("advertisers"):
|
||||||
agents: list[Agent] | None = prop_data["agents"]
|
advertiser_data: Advertisers | None = prop_data["advertisers"]
|
||||||
if agents:
|
if advertiser_data.agent:
|
||||||
prop_data["agent"] = agents[0].name
|
agent_data = advertiser_data.agent
|
||||||
prop_data["agent_email"] = agents[0].email
|
prop_data["agent_id"] = agent_data.uuid
|
||||||
prop_data["agent_phones"] = agents[0].phones
|
prop_data["agent_name"] = agent_data.name
|
||||||
|
prop_data["agent_email"] = agent_data.email
|
||||||
|
prop_data["agent_phones"] = agent_data.phones
|
||||||
|
|
||||||
if "brokers" in prop_data:
|
if advertiser_data.broker:
|
||||||
brokers = prop_data["brokers"]
|
broker_data = advertiser_data.broker
|
||||||
if brokers:
|
prop_data["broker_id"] = broker_data.uuid
|
||||||
prop_data["broker"] = brokers[0].name
|
prop_data["broker_name"] = broker_data.name
|
||||||
prop_data["broker_phone"] = brokers[0].phone
|
|
||||||
prop_data["broker_website"] = brokers[0].website
|
if advertiser_data.builder:
|
||||||
|
builder_data = advertiser_data.builder
|
||||||
|
prop_data["builder_id"] = builder_data.uuid
|
||||||
|
prop_data["builder_name"] = builder_data.name
|
||||||
|
|
||||||
|
if advertiser_data.office:
|
||||||
|
office_data = advertiser_data.office
|
||||||
|
prop_data["office_id"] = office_data.uuid
|
||||||
|
prop_data["office_name"] = office_data.name
|
||||||
|
prop_data["office_email"] = office_data.email
|
||||||
|
prop_data["office_phones"] = office_data.phones
|
||||||
|
|
||||||
prop_data["price_per_sqft"] = prop_data["prc_sqft"]
|
prop_data["price_per_sqft"] = prop_data["prc_sqft"]
|
||||||
prop_data["nearby_schools"] = filter(None, prop_data["nearby_schools"]) if prop_data["nearby_schools"] else None
|
prop_data["nearby_schools"] = filter(None, prop_data["nearby_schools"]) if prop_data["nearby_schools"] else None
|
||||||
|
|
|
@ -1,6 +1,6 @@
|
||||||
[tool.poetry]
|
[tool.poetry]
|
||||||
name = "homeharvest"
|
name = "homeharvest"
|
||||||
version = "0.3.34"
|
version = "0.4.0"
|
||||||
description = "Real estate scraping library"
|
description = "Real estate scraping library"
|
||||||
authors = ["Zachary Hampton <zachary@bunsly.com>", "Cullen Watson <cullen@bunsly.com>"]
|
authors = ["Zachary Hampton <zachary@bunsly.com>", "Cullen Watson <cullen@bunsly.com>"]
|
||||||
homepage = "https://github.com/Bunsly/HomeHarvest"
|
homepage = "https://github.com/Bunsly/HomeHarvest"
|
||||||
|
|
|
@ -141,18 +141,23 @@ def test_realtor_foreclosed():
|
||||||
|
|
||||||
|
|
||||||
def test_realtor_agent():
|
def test_realtor_agent():
|
||||||
scraped = scrape_property(location="Detroit, MI", listing_type="for_sale", limit=1000)
|
scraped = scrape_property(location="Detroit, MI", listing_type="for_sale", limit=1000, extra_property_data=False)
|
||||||
assert scraped["agent"].nunique() > 1
|
assert scraped["agent_name"].nunique() > 1
|
||||||
|
|
||||||
|
|
||||||
def test_realtor_without_extra_details():
|
def test_realtor_without_extra_details():
|
||||||
results = [
|
results = [
|
||||||
scrape_property(
|
scrape_property(
|
||||||
location="15509 N 172nd Dr, Surprise, AZ 85388",
|
location="00741",
|
||||||
|
listing_type="sold",
|
||||||
|
limit=10,
|
||||||
extra_property_data=False,
|
extra_property_data=False,
|
||||||
),
|
),
|
||||||
scrape_property(
|
scrape_property(
|
||||||
location="15509 N 172nd Dr, Surprise, AZ 85388",
|
location="00741",
|
||||||
|
listing_type="sold",
|
||||||
|
limit=10,
|
||||||
|
extra_property_data=True,
|
||||||
),
|
),
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
Loading…
Reference in New Issue