diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index ccaff1d..55b617f 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -23,9 +23,10 @@ repos: - id: hadolint-docker - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.5.1 + rev: v0.5.4 hooks: - id: ruff + args: [ "--fix" ] - id: ruff-format - repo: local diff --git a/data/bars/README.md b/data/bars/README.md index 9032edd..6272ce1 100644 --- a/data/bars/README.md +++ b/data/bars/README.md @@ -3,6 +3,8 @@ Verleende exploitatievergunningen horeca met terrasgrenzen en ontheffingen https://data.amsterdam.nl/data/datasets/GsY50tEkoJKCGw/verleende-exploitatievergunningen-horeca-met-terrasgrenzen-en-ontheffingen?term=Verleende+exploitatievergunningen+horeca+met+terrasgrenzen+en+ontheffingen +https://www.amsterdam.nl/ondernemen/horeca/horeca-kaart/ + https://api.data.amsterdam.nl/dcatd/datasets/GsY50tEkoJKCGw diff --git a/data/bars/gmaps.py b/data/bars/gmaps.py new file mode 100644 index 0000000..b7f5f47 --- /dev/null +++ b/data/bars/gmaps.py @@ -0,0 +1,123 @@ +import math +from typing import Tuple, Optional, Dict +from diskcache import Cache + +import googlemaps +import os + +cache = Cache("./gmaps_cache") + + +ALLOWED_TYPES = ["bar", "cafe", "restaurant", "establishment"] + + +def get_gmaps_client(): + GMAPS_API: str = os.environ.get("GMAPS_API") + return googlemaps.Client(key=GMAPS_API) + + +# returns distance in meters between two lat/long points +def get_distance(a: Tuple[float, float], b: Tuple[float, float]) -> float: + # Radius of the Earth in meters + R = 6371000 + + # Convert latitude and longitude from degrees to radians + lat1, lon1 = math.radians(a[0]), math.radians(a[1]) + lat2, lon2 = math.radians(b[0]), math.radians(b[1]) + + # Differences in coordinates + dlat = lat2 - lat1 + dlon = lon2 - lon1 + + # Haversine formula + h = ( + math.sin(dlat / 2) ** 2 + + math.cos(lat1) * math.cos(lat2) * math.sin(dlon / 2) ** 2 + ) + c = 2 * math.atan2(math.sqrt(h), math.sqrt(1 - h)) + + # Distance in meters + distance = R * c + + return distance + + +@cache.memoize(typed=True) +def gmaps_place_search( + address: str, location: Tuple[float, float], type: Optional[str] +) -> dict: + gmaps = get_gmaps_client() + return gmaps.places(address, location=location, type=type) + + +def get_likeliest_place( + expected_name: str, address: str, location: Tuple[float, float] +) -> Optional[Dict]: + # Replace - with a space, as Google doesn't format addresses with dashes and it seems to improve search results + address = address.replace("-", " ") + + # location latitude/longitude + results = gmaps_place_search( + f"{expected_name}, {address}, Amsterdam", location=location, type=None + ) + + if len(results["results"]) == 0: + print(f"No results found for {expected_name} on {address}") + return None + + # We assume the first result is the likeliest match + result = results["results"][0] + + # Check the distance isn't too big + distance = get_distance( + location, + (result["geometry"]["location"]["lat"], result["geometry"]["location"]["lng"]), + ) + + # This seems large, but there can be quite a discrepancy in the location of the bar as known by + # Gemeente Amsterdam and Google Maps. Example: 't Blauwe Theehuis + if distance > 300: + print( + f"Distance between '{expected_name}' and '{result['name']}' is too large ({distance}) meters" + ) + return None + + # result has any of the ALLOWED_TYPES as type + if not any(t in result["types"] for t in ALLOWED_TYPES): + print( + f"Result for '{expected_name}' is '{result['name']}' and is not a bar/cafe, but a {result['types']}" + ) + return None + + if result["business_status"] != "OPERATIONAL": + print( + f"Result for '{expected_name}' is '{result['name']}' but is not in business" + ) + return None + + # print(json.dumps(results, indent=2)) + return result + + +if __name__ == "__main__": + # 't Blauwe theehuis has slightly different name according to Google, and has a slightly different geolocation + # get_likeliest_place("'t Blauwe Theehuis", "Vondelpark 5 A", location=(52.35835998002426, 4.870637924609814)) + + # A location that should not be in our results because it doesn't have the bar type on Google Maps + # get_likeliest_place("Koffiehuis De Hoek", "Prinsengracht 341-H", + # location=(52.372331919453636, 4.883287629621083)) + + # "Amigo Cafe" which doesn't exist on this address according to google. There is a cafe called + # "Brakke grond" however that has been closed recently. + # get_likeliest_place("Amigo Cafe", "Rozengracht 16", location=(52.373917975661, 4.8821682457514)) + + # Vondelpark 3 has been renamed to "Park Zuid" + # get_likeliest_place("Vondelpark 3", "Vondelpark 3", location=(52.36105259638123, 4.874974382779035)) + + # Café Oost is a bar, but is listed as "cafe" on Google Maps (does not show up in type="something" results that + # are not exact matches) + # get_likeliest_place("Café Oost", "Krugerplein 40", location=(52.3534727, 4.9198154)) + + # Arie Goudvisch is definitely a bar, but because the address has a -, Google can't find it :S + # get_likeliest_place("Arie Goudvisch", "Ferdinand Bolstraat 24-H", location=(52.356687726284804, 4.890481919493629)) + pass diff --git a/data/bars/insert-bars.sql.j2 b/data/bars/insert-bars.sql.j2 index 504be12..f4699fb 100644 --- a/data/bars/insert-bars.sql.j2 +++ b/data/bars/insert-bars.sql.j2 @@ -6,7 +6,7 @@ VALUES ( '1', '{{ f.properties.zaak_specificatie }}', NULL, - NULL, + {{ f.properties.format_sql_google_place_id() }}, NULL, '{{ f.properties.adres | replace("'", "''") }}' ); diff --git a/data/bars/render_template.py b/data/bars/render_template.py index 5de4df4..24ee128 100644 --- a/data/bars/render_template.py +++ b/data/bars/render_template.py @@ -15,6 +15,8 @@ ) import json +from gmaps import get_likeliest_place + GeoJsonStr = str MANUAL_ZAAK_NAAM_REPLACEMENTS: Final[Dict[str, str]] = { @@ -65,6 +67,14 @@ class Properties: status_verlenging_tijdelijk_terras: Optional[str] verlenging_tijdelijk_terras_details: Optional[str] + # Additional properties added by enriching with Google Maps + google_place_id: Optional[str] = None + + def format_sql_google_place_id(self) -> str: + if self.google_place_id: + return f"'{self.google_place_id}'" + return "NULL" + @classmethod def from_dict(cls, data: Dict[str, Any]) -> "Properties": return cls(**data) @@ -135,6 +145,22 @@ def filter_hotels(f: Feature) -> Tuple[bool, Feature]: return "hotel" not in f.properties.zaaknaam.lower(), f +def filter_and_enrich_using_gmaps(f: Feature) -> Tuple[bool, Feature]: + lng, lat = json.loads(f.geometry)["coordinates"] + if not f.properties.zaaknaam: + return False, f + + result = get_likeliest_place(f.properties.zaaknaam, f.properties.adres, (lat, lng)) + if result is None: + return False, f + + # print(f.properties.zaaknaam, " -> ", result["name"]) + f.properties.zaaknaam = result["name"] + f.properties.google_place_id = result["place_id"] + + return True, f + + def manual_substitutions_zaaknaam(f: Feature) -> Tuple[bool, Feature]: if f.properties.zaaknaam in MANUAL_ZAAK_NAAM_REPLACEMENTS: f.properties.zaaknaam = MANUAL_ZAAK_NAAM_REPLACEMENTS[f.properties.zaaknaam] @@ -165,6 +191,7 @@ def prepare_data(data: Iterable[Feature]) -> List[Feature]: filter_manual_exclusions, manual_substitutions_zaaknaam, beautify_zaaknaam, + filter_and_enrich_using_gmaps, ] # Some restaurants are also cafes, we try to pull some additional cafes from there @@ -192,9 +219,10 @@ def main() -> None: print(f"Data points before filtering: {len(dataset)}") prepared_data = prepare_data(dataset) print(f"Data points after filtering: {len(prepared_data)}") - # for d in prepared_data: - # print(d.properties.zaaknaam, ":", d.properties.zaak_specificatie) - print(template.render(features=prepared_data)) + sql = template.render(features=prepared_data) + + print("Wrote to bars-export.sql") + Path("bars-export.sql").write_text(sql) if __name__ == "__main__": diff --git a/data/poetry.lock b/data/poetry.lock index 82f0ffb..f30d5a8 100644 --- a/data/poetry.lock +++ b/data/poetry.lock @@ -1,5 +1,150 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +[[package]] +name = "certifi" +version = "2024.7.4" +description = "Python package for providing Mozilla's CA Bundle." +optional = false +python-versions = ">=3.6" +files = [ + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, +] + +[[package]] +name = "charset-normalizer" +version = "3.3.2" +description = "The Real First Universal Charset Detector. 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