- exclude_pending parameter

README.md

@@ -21,7 +21,7 @@
 ```bash
 pip install -U homeharvest
 ```
-  _Python version >= [3.10](https://www.python.org/downloads/release/python-3100/) required_
+  _Python version >= [3.9](https://www.python.org/downloads/release/python-3100/) required_
 
 ## Usage
 
@@ -90,9 +90,11 @@ Optional
 │
 ├── foreclosure (True/False): If set, fetches only foreclosures
 │
-└── proxy (string): In format 'http://user:pass@host:port'
+├── proxy (string): In format 'http://user:pass@host:port'
 │
-└── extra_property_data (bool): Increases requests by O(n). If set, this fetches additional property data (e.g. agent, broker, property evaluations etc.)
+├── extra_property_data (True/False): Increases requests by O(n). If set, this fetches additional property data (e.g. agent, broker, property evaluations etc.)
+│
+└── exclude_pending (True/False): If set, excludes pending properties from the results unless listing_type is 'pending'
 ```
 
 ### Property Schema
@@ -142,6 +144,11 @@ Property
 │ ├── agent
 │ ├── agent_email
 │ └── agent_phone
+
+├── Broker Info:
+│ ├── broker
+│ ├── broker_email
+│ └── broker_website
 ```
 
 ### Exceptions

homeharvest/__init__.py

@@ -17,11 +17,12 @@ def scrape_property(
     date_to: str = None,
     foreclosure: bool = None,
     extra_property_data: bool = True,
+    exclude_pending: bool = False,
 ) -> pd.DataFrame:
     """
     Scrape properties from Realtor.com based on a given location and listing type.
     :param location: Location to search (e.g. "Dallas, TX", "85281", "2530 Al Lipscomb Way")
-    :param listing_type: Listing Type (for_sale, for_rent, sold)
+    :param listing_type: Listing Type (for_sale, for_rent, sold, pending)
     :param radius: Get properties within _ (e.g. 1.0) miles. Only applicable for individual addresses.
     :param mls_only: If set, fetches only listings with MLS IDs.
     :param proxy: Proxy to use for scraping
@@ -29,6 +30,7 @@ def scrape_property(
     :param date_from, date_to: Get properties sold or listed (dependent on your listing_type) between these dates. format: 2021-01-28
     :param foreclosure: If set, fetches only foreclosure listings.
     :param extra_property_data: Increases requests by O(n). If set, this fetches additional property data (e.g. agent, broker, property evaluations etc.)
+    :param exclude_pending: If true, this excludes pending or contingent properties from the results, unless listing type is pending.
     """
     validate_input(listing_type)
     validate_dates(date_from, date_to)
@@ -44,16 +46,17 @@ def scrape_property(
         date_to=date_to,
         foreclosure=foreclosure,
         extra_property_data=extra_property_data,
+        exclude_pending=exclude_pending,
     )
 
     site = RealtorScraper(scraper_input)
     results = site.search()
 
-    properties_dfs = [process_result(result) for result in results]
+    properties_dfs = [df for result in results if not (df := process_result(result)).empty]
     if not properties_dfs:
         return pd.DataFrame()
 
     with warnings.catch_warnings():
         warnings.simplefilter("ignore", category=FutureWarning)
 
-        return pd.concat(properties_dfs, ignore_index=True, axis=0)[ordered_properties].replace({"None": "", None: ""})
+        return pd.concat(properties_dfs, ignore_index=True, axis=0)[ordered_properties].replace({"None": pd.NA, None: pd.NA, "": pd.NA})

homeharvest/core/scrapers/__init__.py

@@ -1,3 +1,4 @@
+from __future__ import annotations
 from dataclasses import dataclass
 import requests
 from requests.adapters import HTTPAdapter
@@ -5,6 +6,7 @@ from urllib3.util.retry import Retry
 import uuid
 from ...exceptions import AuthenticationError
 from .models import Property, ListingType, SiteName
+import json
 
 
 @dataclass
@@ -19,6 +21,7 @@ class ScraperInput:
     date_to: str | None = None
     foreclosure: bool | None = False
     extra_property_data: bool | None = True
+    exclude_pending: bool | None = False
 
 
 class Scraper:
@@ -60,6 +63,7 @@ class Scraper:
         self.date_to = scraper_input.date_to
         self.foreclosure = scraper_input.foreclosure
         self.extra_property_data = scraper_input.extra_property_data
+        self.exclude_pending = scraper_input.exclude_pending
 
     def search(self) -> list[Property]: ...
 
@@ -70,18 +74,25 @@ class Scraper:
 
     @staticmethod
     def get_access_token():
-        url = "https://graph.realtor.com/auth/token"
+        device_id = str(uuid.uuid4()).upper()
 
-        payload = f'{{"client_app_id":"rdc_mobile_native,24.20.4.149916,iphone","device_id":"{str(uuid.uuid4()).upper()}","grant_type":"device_mobile"}}'
+        response = requests.post(
-        headers = {
+            "https://graph.realtor.com/auth/token",
-            "Host": "graph.realtor.com",
+            headers={
-            "x-client-version": "24.20.4.149916",
+                'Host': 'graph.realtor.com',
-            "accept": "*/*",
+                'Accept': '*/*',
-            "content-type": "Application/json",
+                'Content-Type': 'Application/json',
-            "user-agent": "Realtor.com/24.20.4.149916 CFNetwork/1410.0.3 Darwin/22.6.0",
+                'X-Client-ID': 'rdc_mobile_native,iphone',
-            "accept-language": "en-US,en;q=0.9",
+                'X-Visitor-ID': device_id,
-        }
+                'X-Client-Version': '24.21.23.679885',
-        response = requests.post(url, headers=headers, data=payload)
+                'Accept-Language': 'en-US,en;q=0.9',
+                'User-Agent': 'Realtor.com/24.21.23.679885 CFNetwork/1494.0.7 Darwin/23.4.0',
+            },
+            data=json.dumps({
+                "grant_type": "device_mobile",
+                "device_id": device_id,
+                "client_app_id": "rdc_mobile_native,24.21.23.679885,iphone"
+            }))
 
         data = response.json()
 

homeharvest/core/scrapers/models.py

@@ -1,3 +1,4 @@
+from __future__ import annotations
 from dataclasses import dataclass
 from enum import Enum
 from typing import Optional
@@ -36,6 +37,7 @@ class PropertyType(Enum):
     CONDO_TOWNHOME = "CONDO_TOWNHOME"
     CONDO_TOWNHOME_ROWHOME_COOP = "CONDO_TOWNHOME_ROWHOME_COOP"
     CONDO = "CONDO"
+    CONDOP = "CONDOP"
     CONDOS = "CONDOS"
     COOP = "COOP"
     DUPLEX_TRIPLEX = "DUPLEX_TRIPLEX"

homeharvest/core/scrapers/realtor/__init__.py

@@ -4,7 +4,7 @@ homeharvest.realtor.__init__
 
 This module implements the scraper for realtor.com
 """
-
+from __future__ import annotations
 from concurrent.futures import ThreadPoolExecutor, as_completed
 from datetime import datetime
 from typing import Dict, Union, Optional
@@ -166,7 +166,7 @@ class RealtorScraper(Scraper):
             longitude=property_info["address"]["location"]["coordinate"].get("lon") if able_to_get_lat_long else None,
             address=self._parse_address(property_info, search_type="handle_listing"),
             description=Description(
-                alt_photos=self.process_alt_photos(property_info.get("media", {}).get("photos", [])),
+                alt_photos=self.process_alt_photos(property_info["media"].get("photos", [])) if property_info.get("media") else None,
                 style=property_info["basic"].get("type", "").upper(),
                 beds=property_info["basic"].get("beds"),
                 baths_full=property_info["basic"].get("baths_full"),
@@ -525,7 +525,7 @@ class RealtorScraper(Scraper):
 
             is_pending = result["flags"].get("is_pending") or result["flags"].get("is_contingent")
 
-            if is_pending and self.listing_type != ListingType.PENDING:
+            if is_pending and (self.exclude_pending and self.listing_type != ListingType.PENDING):
                 return
 
             property_id = result["property_id"]
@@ -805,8 +805,8 @@ class RealtorScraper(Scraper):
 
         return Description(
             primary_photo=primary_photo,
-            alt_photos=RealtorScraper.process_alt_photos(result.get("photos")),
+            alt_photos=RealtorScraper.process_alt_photos(result.get("photos", [])),
-            style=PropertyType(style) if style else None,
+            style=PropertyType.__getitem__(style) if style and style in PropertyType.__members__ else None,
             beds=description_data.get("beds"),
             baths_full=description_data.get("baths_full"),
             baths_half=description_data.get("baths_half"),

homeharvest/utils.py

@@ -1,3 +1,4 @@
+from __future__ import annotations
 import pandas as pd
 from datetime import datetime
 from .core.scrapers.models import Property, ListingType, Agent
@@ -83,7 +84,7 @@ def process_result(result: Property) -> pd.DataFrame:
 
     description = result.description
     prop_data["primary_photo"] = description.primary_photo
-    prop_data["alt_photos"] = ", ".join(description.alt_photos)
+    prop_data["alt_photos"] = ", ".join(description.alt_photos) if description.alt_photos else None
     prop_data["style"] = description.style if type(description.style) == str else description.style.value
     prop_data["beds"] = description.beds
     prop_data["full_baths"] = description.baths_full

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "homeharvest"
-version = "0.3.23"
+version = "0.3.29"
 description = "Real estate scraping library"
 authors = ["Zachary Hampton <zachary@bunsly.com>", "Cullen Watson <cullen@bunsly.com>"]
 homepage = "https://github.com/Bunsly/HomeHarvest"
@@ -10,7 +10,7 @@ readme = "README.md"
 homeharvest = "homeharvest.cli:main"
 
 [tool.poetry.dependencies]
-python = ">=3.10,<3.13"
+python = ">=3.9,<3.13"
 requests = "^2.31.0"
 pandas = "^2.1.1"
 

tests/test_realtor.py

@@ -4,7 +4,7 @@ from homeharvest import scrape_property
 def test_realtor_pending_or_contingent():
     pending_or_contingent_result = scrape_property(location="Surprise, AZ", listing_type="pending")
 
-    regular_result = scrape_property(location="Surprise, AZ", listing_type="for_sale")
+    regular_result = scrape_property(location="Surprise, AZ", listing_type="for_sale", exclude_pending=True)
 
     assert all([result is not None for result in [pending_or_contingent_result, regular_result]])
     assert len(pending_or_contingent_result) != len(regular_result)
@@ -155,7 +155,7 @@ def test_realtor_without_extra_details():
         ),
     ]
 
-    assert results[0] != results[1]
+    assert not results[0].equals(results[1])
 
 
 def test_pr_zip_code():
@@ -165,3 +165,13 @@ def test_pr_zip_code():
     )
 
     assert results is not None and len(results) > 0
+
+
+def test_exclude_pending():
+    results = scrape_property(
+        location="33567",
+        listing_type="pending",
+        exclude_pending=True,
+    )
+
+    assert results is not None and len(results) > 0