{"title":"Base derivada OSM: farmacias próximas a celdas de València","license":"ODbL-1.0","license_url":"https://opendatacommons.org/licenses/odbl/1-0/","attribution":"© OpenStreetMap contributors","source":{"id":"osm_profile_pharmacies_20261028","name":"OSM/Geofabrik: farmacias cartografiadas, 28/10/2026","origin_url":"https://download.geofabrik.de/europe/spain/valencia-261028.osm.pbf","license":"ODbL-1.0","license_url":"https://www.openstreetmap.org/copyright","attribution":"© OpenStreetMap contributors; extracto Geofabrik","terms_of_use":"Uso comercial ODbL 1.0 sección 3.1, atribución y share-alike 4.4/4.6. Solo amenity=pharmacy activo; no parafarmacias shop=chemist. Distancia recta EPSG:25830 a punto/nodo publicado o punto interior del área. No es ruta ni censo exhaustivo; cero=no coincidencias cartografiadas. Oferta de base derivada separada de GVA/INE: https://zoejwfbwzytcebxzzzvc.supabase.co/storage/v1/object/public/zonara-open-business/area-profile-pharmacies-20261028.json","consulted_on":"2026-10-30"},"raw_sha256":"62cc4d3b31db012fd51f9e6ba68a0aa050337f1107a5ff8bb77753e6d737de9f","as_of":"2026-10-28","data_version":"area-profile-valencia-20261030-v1","method_source":"\"\"\"Area profile: official section statistics, public registries and OSM pharmacies.\n\nCounts conserve source totals through normalized equal-area overlap. Rates are\nratios of allocated numerators/denominators; income uses physical overlap means.\nQuinquennial ages never masquerade as exact under-16 observations.\n\"\"\"\n\nimport argparse\nimport json\nimport sys\nfrom collections import Counter\nfrom datetime import date\nfrom pathlib import Path\nfrom urllib.parse import urlencode\n\nimport geopandas as gpd\nimport osmium\nimport pandas as pd\nfrom shapely import STRtree, from_wkb, from_wkt\nfrom shapely.geometry import Point, mapping\n\nfrom . import admin, business, db, grid, ine, osm\nfrom .cache import ROOT, download, sha256\n\nAS_OF = date(2026, 10, 30)\nDATA_VERSION = \"area-profile-valencia-20261030-v1\"\nPADRON_SOURCE = \"ine_profile_padron_2022\"\nINCOME_SOURCE = \"ine_profile_adrh_2024\"\nDEMOGRAPHY_SOURCE = \"ine_profile_adrh_demography_2024\"\nEDUCATION_SOURCE = \"gva_profile_schools_20261030\"\nHEALTH_SOURCE = \"gva_profile_health_20261030\"\nPARKING_SOURCE = \"valencia_profile_parking_20261030\"\nPHARMACY_SOURCE = \"osm_profile_pharmacies_20261028\"\nBIRTH_URL = \"https://www.ine.es/jaxi/files/_px/es/csv_bdsc/t20/e245/p07/a2022/4605.csv\"\nDEMOGRAPHY_URL = \"https://www.ine.es/jaxiT3/files/t/es/csv_bdsc/31258.csv\"\nEDUCATION_URL = (\n \"https://terramapas.icv.gva.es/12_Centros_wfs?outputformat=csv&request=GetFeature\"\n \"&service=WFS&typename=CentrosDocentesRegimen&version=2.0.0\"\n)\nHEALTH_URL = (\n \"https://terramapas.icv.gva.es/15_SistemaValencianoSalud?request=GetFeature\"\n \"&service=WFS&version=2.0.0&typename=CentrosSanitarios.CentrosSalud&outputformat=csv\"\n)\nHOSPITAL_URL = HEALTH_URL.replace(\"CentrosSalud\", \"Hospitales\")\nPARKING_BASE = (\n \"https://geoportal.valencia.es/server/rest/services/OPENDATA/Trafico/MapServer\"\n)\nPUBLIC_OFFER = (\n \"https://zoejwfbwzytcebxzzzvc.supabase.co/storage/v1/object/public/\"\n \"zonara-open-business/area-profile-pharmacies-20261028.json\"\n)\nEXPORT_PATH = ROOT.parent / \"apps/web/public/data/area-profile-pharmacies.json\"\nGVA_LICENSE = \"https://www.opendefinition.org/licenses/cc-by\"\nGVA_TERMS = (\n \"Catálogo GVA declara Creative Commons Attribution (sin versión indicada); \"\n \"se conserva esa designación, sin inventar CC BY 4.0. Reutilización comercial \"\n \"con atribución, enlace a licencia y descripción de transformación. \"\n \"Instantánea consultada 30/10/2026, no fecha de alta o actualización de centros. \"\n \"Distancias rectas en EPSG:25830 desde centro H3 a ubicación publicada, \"\n \"sin rutas ni comprobación de entradas, matrícula, área escolar o asignación SIP.\"\n)\n\n\ndef source(identifier, name, url, license_name, license_url, attribution, terms):\n return dict(\n id=identifier,\n name=name,\n origin_url=url,\n license=license_name,\n license_url=license_url,\n attribution=attribution,\n terms_of_use=terms,\n consulted_on=AS_OF,\n )\n\n\nSOURCES = [\n source(\n PADRON_SOURCE,\n \"INE Padrón 2022: edad y lugar de nacimiento por sección\",\n ine.PADRON_AGE_URL,\n ine.SOURCES[0][\"license\"],\n ine.LEGAL_URL,\n ine.SOURCES[0][\"attribution\"],\n \"Reutilización comercial con atribución y fecha según aviso INE. \"\n f\"Edad quinquenal tabla 4601 y lugar de nacimiento tabla 4605: {BIRTH_URL}. \"\n \"Estadística 01/01/2022, cartografía INE 2022. Reparto por superficie \"\n \"EPSG:3035; porcentajes desde conteos repartidos, mediana como intervalo \"\n \"quinquenal. Nacionalidad extranjera no equivale a nacimiento extranjero. \"\n \"No se estima edad 15 dentro del grupo 15–19 ni edad 65 dentro de 65–69; \"\n \"se publica 65 y más, no un porcentaje estrictamente mayor de 65.\",\n ),\n source(\n INCOME_SOURCE,\n \"INE ADRH 2024: rentas medias por sección, ponderación de área\",\n ine.INCOME_URL,\n ine.SOURCES[1][\"license\"],\n ine.LEGAL_URL,\n ine.SOURCES[1][\"attribution\"],\n \"Reutilización comercial con atribución y fecha según aviso INE. \"\n \"Renta fiscal 2024, geografía 01/01/2025. Media ponderada por área física \"\n \"de intersección EPSG:3035; falta/supresión en cualquier sección solapada \"\n \"deja la celda sin renta. No se imputa otra sección ni población 2022.\",\n ),\n source(\n DEMOGRAPHY_SOURCE,\n \"INE ADRH 2024: población y tamaño medio del hogar\",\n DEMOGRAPHY_URL,\n ine.SOURCES[1][\"license\"],\n ine.LEGAL_URL,\n ine.SOURCES[1][\"attribution\"],\n \"Reutilización comercial con atribución y fecha según aviso INE. Tabla 31258. \"\n \"Hogares estimados=Población/Tamaño medio del hogar redondeado a un decimal. \"\n \"No es recuento publicado; incertidumbre de redondeo y viviendas colectivas. \"\n \"Referencia poblacional 01/01/2025 del ADRH 2024; reparto seccional EPSG:3035.\",\n ),\n source(\n EDUCATION_SOURCE,\n \"GVA/ICV: registro de centros docentes, instantánea 30/10/2026\",\n EDUCATION_URL,\n \"Creative Commons Attribution (GVA, versión no indicada)\",\n GVA_LICENSE,\n \"Generalitat Valenciana / Conselleria de Educación / ICV\",\n GVA_TERMS + \" Niveles identificados por código de tipo oficial, no por \"\n \"nombre. FP solo en tipos 1058/1068; un IES puede ofrecer FP no reflejada \"\n \"en este atributo. Infantil/primaria/ESO identifican la tipología del \"\n \"centro, no una comprobación de programas, plazas o etapas vigentes. \"\n \"Los tipos restantes se conservan como nivel no identificado.\",\n ),\n source(\n HEALTH_SOURCE,\n \"GVA/ICV: centros de salud y hospitales públicos, 30/10/2026\",\n HEALTH_URL,\n \"Creative Commons Attribution (GVA, versión no indicada)\",\n GVA_LICENSE,\n \"Generalitat Valenciana / Conselleria de Sanitat / ICV\",\n GVA_TERMS + \" Hospitales: \" + HOSPITAL_URL,\n ),\n source(\n PARKING_SOURCE,\n \"Ajuntament de València: parkings públicos y tramos ORA, 30/10/2026\",\n PARKING_BASE + \"/194\",\n \"CC-BY-4.0\",\n \"https://creativecommons.org/licenses/by/4.0/\",\n \"Ajuntament de València\",\n \"Catálogos parkings y aparcaments-ora-aparcamientos-ora declaran CC BY 4.0. \"\n \"Uso comercial, atribución, licencia y transformación. Capas 194/205. \"\n \"Snapshot 30/10/2026 sin asegurar fecha de actualización. Distancias rectas \"\n \"desde centro H3. Se listan colores de tramos que intersectan la celda; \"\n \"no se asigna color uniforme a toda la celda ni horario/tarifa/plaza libre. \"\n \"Sin tramos cartografiados significa desconocido, nunca aparcamiento libre.\",\n ),\n source(\n PHARMACY_SOURCE,\n \"OSM/Geofabrik: farmacias cartografiadas, 28/10/2026\",\n osm.URL,\n \"ODbL-1.0\",\n \"https://www.openstreetmap.org/copyright\",\n \"© OpenStreetMap contributors; extracto Geofabrik\",\n \"Uso comercial ODbL 1.0 sección 3.1, atribución y share-alike 4.4/4.6. \"\n \"Solo amenity=pharmacy activo; no parafarmacias shop=chemist. \"\n \"Distancia recta EPSG:25830 a punto/nodo publicado o punto interior del área. \"\n \"No es ruta ni censo exhaustivo; cero=no coincidencias cartografiadas. \"\n \"Oferta de base derivada separada de GVA/INE: \" + PUBLIC_OFFER,\n ),\n]\n\n_DEFINITIONS = [\n (\"population_density_km2\", \"Densidad de población estimada\", \"personas/km²\", None),\n (\"age_under16_pct\", \"Población menor de 16 años\", \"%\", None),\n (\"age_under15_pct\", \"Población de 0 a 14 años\", \"%\", None),\n (\"age_over65_pct\", \"Población de 65 y más años\", \"%\", None),\n (\"foreign_born_pct\", \"Población nacida en el extranjero\", \"%\", None),\n (\"median_age_band\", \"Intervalo de edad mediana\", \"años\", None),\n (\n \"income_per_person\",\n \"Renta neta media por persona, estimada por área\",\n \"EUR/año\",\n None,\n ),\n (\n \"income_per_household\",\n \"Renta neta media por hogar, estimada por área\",\n \"EUR/año\",\n None,\n ),\n (\n \"households\",\n \"Hogares estimados desde tamaño medio redondeado\",\n \"hogares estimados\",\n None,\n ),\n (\n \"education\",\n \"Centros docentes próximos por nivel\",\n \"centros cartografiados\",\n None,\n ),\n (\n \"health\",\n \"Centros de salud y hospitales públicos próximos\",\n \"centros cartografiados\",\n None,\n ),\n (\"pharmacy\", \"Farmacia cartografiada próxima\", \"farmacias cartografiadas\", None),\n (\n \"parking\",\n \"Aparcamiento público y tramos ORA\",\n \"aparcamientos cartografiados\",\n None,\n ),\n (\"school_nearest_m\", \"Distancia recta al centro educativo más próximo\", \"m\", False),\n (\n \"health_centre_nearest_m\",\n \"Distancia recta al centro de salud público\",\n \"m\",\n False,\n ),\n (\"hospital_nearest_m\", \"Distancia recta al hospital público\", \"m\", False),\n (\"pharmacy_nearest_m\", \"Distancia recta a farmacia cartografiada\", \"m\", False),\n]\nMETRICS = [\n dict(\n key=\"profile_\" + key,\n block=\"area_profile\",\n label_es=label,\n unit=unit,\n higher_is_better=direction,\n method=(\n \"Z1-04 area-profile-v1. \"\n + (\n SOURCES[0][\"terms_of_use\"]\n if key\n in {\n \"population_density_km2\",\n \"age_under16_pct\",\n \"age_under15_pct\",\n \"age_over65_pct\",\n \"foreign_born_pct\",\n \"median_age_band\",\n }\n else SOURCES[1][\"terms_of_use\"]\n if key.startswith(\"income_\")\n else SOURCES[2][\"terms_of_use\"]\n if key == \"households\"\n else SOURCES[5][\"terms_of_use\"]\n if key == \"parking\"\n else SOURCES[6][\"terms_of_use\"]\n if key.startswith(\"pharmacy\")\n else SOURCES[3][\"terms_of_use\"]\n if key in {\"education\", \"school_nearest_m\"}\n else GVA_TERMS\n )\n ),\n )\n for key, label, unit, direction in _DEFINITIONS\n]\nGAPS = {\n \"profile_age_under16_pct\": (\n \"Padrón 2022 y tablas seccionales Censo anual publican grupos quinquenales, \"\n \"sin separar edad 15. Se conserva ausencia para menores de 16; se ofrece \"\n \"0–14 por separado, sin redistribuir arbitrariamente el grupo 15–19.\"\n ),\n}\nLEVEL_CODES = {\n \"infantil\": {\n \"1003\",\n \"1004\",\n \"1014\",\n \"1015\",\n \"1027\",\n \"1070\",\n \"1072\",\n \"1074\",\n \"1686\",\n \"1687\",\n },\n \"primaria\": {\"1012\", \"1013\", \"1014\", \"1015\", \"1027\", \"1070\", \"1072\", \"1073\"},\n \"eso\": {\"1042\", \"1045\", \"1047\", \"1070\", \"1072\", \"1073\", \"1074\"},\n \"fp\": {\"1058\", \"1068\"},\n}\n\n\ndef metadata(cell, key, source_id, as_of, confidence=70):\n return dict(\n h3=cell,\n metric_key=\"profile_\" + key,\n source_id=source_id,\n as_of=as_of,\n data_version=DATA_VERSION,\n spatial_origin=\"area_profile_v1\",\n confidence=confidence,\n )\n\n\ndef parse_ages(path):\n data = ine.read_csv(\n path, {\"Sexo\", \"Sección\", \"Edad (grupos quinquenales)\", \"Total\"}\n )\n data = ine._section_rows(data[data.Sexo == \"Ambos Sexos\"], \"Sección\")\n labels = [f\"{age}-{age + 4}\" for age in range(0, 100, 5)] + [\"100 y más\"]\n result = []\n for section, rows in data.groupby(\"area_id\", sort=True):\n if rows[\"Edad (grupos quinquenales)\"].duplicated().any():\n raise ValueError(\"Duplicate section age bin\")\n raw = rows.set_index(\"Edad (grupos quinquenales)\").Total\n values = [ine.number(raw.get(label, \"\")) for label in labels]\n total = ine.number(raw.get(\"Total\", \"\"))\n if any(v is None for v in values) or total is None:\n continue\n if sum(values) != total:\n raise ValueError(\"Age bins do not sum to Padrón total\")\n result.extend(\n dict(area_id=section, metric_key=f\"age_{n}\", value=value)\n for n, value in enumerate(values)\n )\n return result\n\n\ndef parse_birth(path):\n column = \"Relación lugar de nacimiento y residencia\"\n data = ine.read_csv(path, {\"Sexo\", \"Sección\", column, \"Total\"})\n data = ine._section_rows(data[data.Sexo == \"Ambos Sexos\"], \"Sección\")\n result = []\n for section, rows in data.groupby(\"area_id\", sort=True):\n if rows[column].duplicated().any():\n raise ValueError(\"Duplicate birth section row\")\n values = rows.set_index(column).Total\n total = ine.number(values.get(\"Total\", \"\"))\n born = ine.number(values.get(\"Nacidos en el Extranjero\", \"\"))\n if born is None:\n born = ine.number(values.get(\"Nacidos en el extranjero\", \"\"))\n if total is not None and born is not None:\n if born > total:\n raise ValueError(\"Foreign-born exceeds population\")\n result.extend(\n [\n dict(area_id=section, metric_key=\"born_foreign\", value=born),\n dict(area_id=section, metric_key=\"born_total\", value=total),\n ]\n )\n if not result:\n raise ValueError(\"No usable València birth sections\")\n return result\n\n\ndef allocate_counts(values, weights):\n \"\"\"Conserve each source count; incomplete metric coverage stays missing.\"\"\"\n if not values:\n return {}, []\n frame = pd.DataFrame(values)\n if frame.duplicated([\"area_id\", \"metric_key\"]).any():\n raise ValueError(\"Duplicate source section/metric\")\n missing = set(frame.area_id) - set(weights.area_id)\n if missing:\n raise ValueError(f\"Source sections without grid overlap: {sorted(missing)}\")\n result = {}\n checks = []\n for key, subset in frame.groupby(\"metric_key\", sort=True):\n required = weights.groupby(\"h3\").area_id.agg(set)\n present = set(subset.area_id)\n eligible = set(\n required[required.map(lambda ids, present=present: ids <= present)].index\n )\n joined = weights.merge(subset, on=\"area_id\", validate=\"many_to_one\")\n joined[\"allocated\"] = joined.value * joined.weight\n for section, rows in joined.groupby(\"area_id\"):\n original = float(rows.value.iloc[0])\n allocated = float(rows.allocated.sum())\n error = abs(original - allocated) / max(original, 1)\n if error > 0.00000001:\n raise ValueError(\"Count conservation failed\")\n checks.append(dict(metric=key, section=section, relative_error=error))\n result[key] = {\n cell: float(value)\n for cell, value in joined.groupby(\"h3\").allocated.sum().items()\n if cell in eligible\n }\n return result, checks\n\n\ndef area_weighted_means(values, weights):\n \"\"\"True physical intersection weights, with no filling suppressed sections.\"\"\"\n result = []\n frame = pd.DataFrame(values)\n if frame.duplicated([\"area_id\", \"metric_key\"]).any():\n raise ValueError(\"Duplicate section mean\")\n for key, group in frame.groupby(\"metric_key\", sort=True):\n lookup = dict(zip(group.area_id, group.value, strict=True))\n for cell, overlap in weights.groupby(\"h3\", sort=True):\n if not set(overlap.area_id) <= set(lookup):\n continue\n mean = sum(\n float(row.overlap_area) * lookup[row.area_id]\n for row in overlap.itertuples()\n ) / float(overlap.overlap_area.sum())\n result.append(dict(h3=cell, metric_key=key, value=mean))\n return result\n\n\ndef population_observations(cells, weights, age_values, birth_values):\n allocations, checks = allocate_counts(age_values + birth_values, weights)\n output = []\n areas = cells.to_crs(3035).set_index(\"h3\").geometry.area / 1_000_000\n for cell in sorted(cells.h3):\n bins = [allocations.get(f\"age_{n}\", {}).get(cell) for n in range(21)]\n if all(v is not None for v in bins) and sum(bins) > 0:\n population = sum(bins)\n values = dict(\n population_density_km2=population / areas[cell],\n age_under15_pct=100 * sum(bins[:3]) / population,\n age_over65_pct=100 * sum(bins[13:]) / population,\n )\n for key, value in values.items():\n output.append(\n dict(\n **metadata(cell, key, PADRON_SOURCE, date(2022, 1, 1)),\n value=value,\n )\n )\n running = 0\n for index, value in enumerate(bins):\n running += value\n if running >= population / 2:\n lower = index * 5\n upper = lower + 4 if index < 20 else None\n band = dict(\n lower=lower,\n upper=upper,\n label=f\"{lower}–{upper} años\"\n if upper is not None\n else \"100 y más años\",\n )\n output.append(\n dict(\n **metadata(\n cell, \"median_age_band\", PADRON_SOURCE, date(2022, 1, 1)\n ),\n value_json=band,\n )\n )\n break\n numerator = allocations.get(\"born_foreign\", {}).get(cell)\n denominator = allocations.get(\"born_total\", {}).get(cell)\n if numerator is not None and denominator:\n output.append(\n dict(\n **metadata(\n cell, \"foreign_born_pct\", PADRON_SOURCE, date(2022, 1, 1)\n ),\n value=100 * numerator / denominator,\n )\n )\n return output, checks\n\n\ndef household_observations(path, weights):\n column = \"Indicadores demográficos\"\n data = ine.read_csv(path, {\"Secciones\", column, \"Periodo\", \"Total\"})\n data = ine._section_rows(data[data.Periodo == \"2024\"], \"Secciones\")\n estimates = []\n for section, group in data.groupby(\"area_id\", sort=True):\n if group[column].duplicated().any():\n raise ValueError(\"Duplicate household statistic\")\n values = group.set_index(column).Total\n population = ine.number(values.get(\"Población\", \"\"))\n size = ine.number(values.get(\"Tamaño medio del hogar\", \"\"))\n if population is not None and size:\n estimates.append(\n dict(area_id=section, metric_key=\"households\", value=population / size)\n )\n allocated, checks = allocate_counts(estimates, weights)\n return [\n dict(\n **metadata(cell, \"households\", DEMOGRAPHY_SOURCE, date(2025, 1, 1), 50),\n value=value,\n )\n for cell, value in sorted(allocated.get(\"households\", {}).items())\n ], checks\n\n\ndef parse_schools(path):\n data = pd.read_csv(path, dtype=str, keep_default_na=False)\n required = {\n \"codcen\",\n \"cod_generica\",\n \"regimen\",\n \"dlibre\",\n \"latitud\",\n \"longitud\",\n \"desc_estado\",\n }\n if not required <= set(data):\n raise ValueError(\"Unexpected GVA schools columns\")\n rows = []\n for row in data.to_dict(\"records\"):\n if row[\"desc_estado\"] not in {\"ALTA\", \"AULARIO\"}:\n continue\n levels = [\n level\n for level, codes in LEVEL_CODES.items()\n if row[\"cod_generica\"] in codes\n ]\n if not levels:\n levels = [\"unknown\"]\n latitude, longitude = float(row[\"latitud\"]), float(row[\"longitud\"])\n if not -1.6 <= longitude <= 0.6 or not 37.7 <= latitude <= 41:\n raise ValueError(\"GVA school outside regional bounds\")\n rows.append(\n dict(\n id=\"gva-school-\" + row[\"codcen\"],\n name=row[\"dlibre\"] or None,\n levels=levels,\n ownership={\n \"PÚBLICO\": \"public\",\n \"CONCERTADO\": \"concertado\",\n \"PRIVADO\": \"private\",\n }.get(row[\"regimen\"]),\n geometry=Point(longitude, latitude),\n )\n )\n frame = gpd.GeoDataFrame(rows, crs=4326)\n if frame.id.duplicated().any():\n raise ValueError(\"Duplicate GVA school identifier\")\n return frame\n\n\ndef parse_health(path, category):\n data = pd.read_csv(path, dtype=str, keep_default_na=False)\n if not {\"cen_cod\", \"cen_desclar\", \"WKT\"} <= set(data):\n raise ValueError(\"Unexpected GVA health columns\")\n return gpd.GeoDataFrame(\n [\n dict(\n id=\"gva-\" + category + \"-\" + row[\"cen_cod\"],\n name=row[\"cen_desclar\"] or None,\n ownership=\"public\",\n category=category,\n geometry=from_wkt(row[\"WKT\"]),\n )\n for row in data.to_dict(\"records\")\n ],\n crs=25830,\n ).to_crs(4326)\n\n\ndef nullable_text(value):\n \"\"\"Pandas 3 string columns may represent missing strings as float NaN.\"\"\"\n if pd.isna(value) or isinstance(value, str) and not value.strip():\n return None\n return value\n\n\ndef nearest_and_count(point, features):\n \"\"\"Deterministic straight distance in metres; callers supply EPSG:25830.\"\"\"\n if features.empty:\n return dict(nearest=None, count_500m=0)\n distances = features.geometry.distance(point)\n order = pd.DataFrame({\"distance\": distances, \"id\": features.id}).sort_values(\n [\"distance\", \"id\"]\n )\n first = features.loc[order.index[0]]\n return dict(\n nearest=dict(\n id=first.id,\n name=nullable_text(first.get(\"name\")),\n distance_m=float(order.iloc[0].distance),\n ownership=nullable_text(first.get(\"ownership\")),\n ),\n count_500m=int((distances <= 500).sum()),\n )\n\n\ndef parking_url(layer, **extra):\n return (\n PARKING_BASE\n + f\"/{layer}/query?\"\n + urlencode(\n dict(\n f=\"geojson\",\n where=\"1=1\",\n outFields=\"*\",\n outSR=\"4326\",\n **extra,\n )\n )\n )\n\n\ndef load_ora():\n count_url = (\n PARKING_BASE\n + \"/205/query?\"\n + urlencode(dict(f=\"json\", where=\"1=1\", returnCountOnly=\"true\"))\n )\n count_path = download(count_url, \"profile-ora-count-20261030.json\")\n expected = json.loads(count_path.read_text(\"utf-8\"))[\"count\"]\n features = []\n for offset in range(0, expected, 2000):\n path = download(\n parking_url(\n 205,\n resultOffset=offset,\n resultRecordCount=2000,\n orderByFields=\"objectid\",\n ),\n f\"profile-ora-20261030-{offset}.geojson\",\n )\n content = json.loads(path.read_text(\"utf-8\"))\n if \"error\" in content:\n raise ValueError(\"ORA endpoint error\")\n features.extend(content[\"features\"])\n ids = [f[\"properties\"][\"objectid\"] for f in features]\n if len(ids) != expected or len(set(ids)) != expected:\n raise ValueError(\"ORA pagination incomplete or duplicate\")\n return gpd.GeoDataFrame.from_features(features, crs=4326)\n\n\ndef parse_pharmacies(path):\n \"\"\"OSM fallback only for pharmacies; strict tags and explicit closures.\"\"\"\n records = []\n factory = osmium.geom.WKBFactory()\n\n def active(tags):\n return tags.get(\"amenity\") == \"pharmacy\" and not (\n tags.get(\"opening_hours\") == \"closed\"\n or any(\n tags.get(key) in {\"yes\", \"true\", \"1\"}\n for key in (\"disused\", \"abandoned\", \"demolished\", \"closed\")\n )\n )\n\n def append(identifier, tags, geometry):\n records.append(\n dict(\n osm_id=identifier,\n id=identifier,\n name=tags.get(\"name\") or None,\n identity=business._identity(tags),\n sector=\"pharmacy\",\n ownership=None,\n geometry=geometry,\n )\n )\n\n class Handler(osmium.SimpleHandler):\n def node(self, node):\n tags = dict(node.tags)\n if active(tags) and node.location.valid():\n append(f\"n{node.id}\", tags, Point(node.location.lon, node.location.lat))\n\n def area(self, area):\n tags = dict(area.tags)\n if active(tags):\n append(\n f\"{'w' if area.from_way() else 'r'}{area.orig_id()}\",\n tags,\n admin.polygonal(from_wkb(factory.create_multipolygon(area))),\n )\n\n # Native filtering avoids Python callbacks for every regional OSM node;\n # locations are captured before the filter, preserving area dependencies.\n Handler().apply_file(\n str(path),\n locations=True,\n idx=\"flex_mem\",\n filters=[osmium.filter.TagFilter((\"amenity\", \"pharmacy\"))],\n )\n frame = gpd.GeoDataFrame(records, crs=4326)\n selected, _ = business.deduplicate(frame)\n selected = selected.to_crs(25830)\n selected[\"geometry\"] = selected.geometry.representative_point()\n return selected\n\n\ndef amenity_observations(cells, schools, health, pharmacies, parkings, ora):\n cells = cells.to_crs(25830)\n schools = schools.to_crs(25830)\n health = health.to_crs(25830)\n parkings = parkings.to_crs(25830)\n ora = ora.to_crs(25830)\n tree = STRtree(ora.geometry.to_list())\n colors = {\"Azul\": \"blue\", \"Naranja\": \"orange\", \"Verde\": \"green\"}\n output = []\n for row in cells.sort_values(\"h3\").itertuples():\n point = row.geometry.centroid\n education = {\n level: nearest_and_count(\n point,\n schools[\n schools.levels.map(lambda levels, level=level: level in levels)\n ],\n )\n for level in [*LEVEL_CODES, \"unknown\"]\n }\n centres = {\n category: nearest_and_count(point, health[health.category == category])\n for category in (\"health_centre\", \"hospital\")\n }\n pharmacy = nearest_and_count(point, pharmacies)\n parking = nearest_and_count(point, parkings)\n intersecting = tree.query(row.geometry, predicate=\"intersects\")\n known_colors = sorted(\n {\n colors[ora.iloc[index].color]\n for index in intersecting\n if ora.iloc[index].color in colors\n }\n )\n regulated = dict(\n known=bool(known_colors),\n zone=known_colors[0] if len(known_colors) == 1 else None,\n zones=known_colors,\n reason=(\n \"Tramos ORA cartografiados dentro de la celda; \"\n \"no toda la celda tiene ese color.\"\n )\n if known_colors\n else (\n \"Sin tramos ORA publicados que intersecten la celda; \"\n \"regulación desconocida.\"\n ),\n )\n for key, value, source_id, as_of, confidence in [\n (\"education\", education, EDUCATION_SOURCE, AS_OF, 75),\n (\"health\", centres, HEALTH_SOURCE, AS_OF, 75),\n (\"pharmacy\", pharmacy, PHARMACY_SOURCE, osm.AS_OF, 60),\n (\n \"parking\",\n dict(public_parking=parking, regulated_zone=regulated),\n PARKING_SOURCE,\n AS_OF,\n 75,\n ),\n ]:\n output.append(\n dict(\n **metadata(row.h3, key, source_id, as_of, confidence),\n value_json=value,\n )\n )\n school_nearest = nearest_and_count(\n point,\n schools[schools.levels.map(lambda levels: levels != [\"unknown\"])],\n )[\"nearest\"]\n for key, near, source_id, as_of, confidence in [\n (\"school_nearest_m\", school_nearest, EDUCATION_SOURCE, AS_OF, 75),\n (\n \"health_centre_nearest_m\",\n centres[\"health_centre\"][\"nearest\"],\n HEALTH_SOURCE,\n AS_OF,\n 75,\n ),\n (\n \"hospital_nearest_m\",\n centres[\"hospital\"][\"nearest\"],\n HEALTH_SOURCE,\n AS_OF,\n 75,\n ),\n (\"pharmacy_nearest_m\", pharmacy[\"nearest\"], PHARMACY_SOURCE, osm.AS_OF, 60),\n ]:\n if near is not None:\n output.append(\n dict(\n **metadata(row.h3, key, source_id, as_of, confidence),\n value=near[\"distance_m\"],\n )\n )\n return output\n\n\ndef prepare(connection):\n cells = db.read_grid(connection)\n cells = cells[cells.res == 9].copy()\n if cells.empty:\n raise ValueError(\"No València res9 cells\")\n covered = cells[cells.seccion_id.notna()].copy()\n historical = admin.sections(2022)\n weights = grid.allocation_weights(covered.drop(columns=\"parent_h3\"), historical)\n age_path = download(ine.PADRON_AGE_URL, \"padron2022-age.csv\")\n birth_path = download(BIRTH_URL, \"profile-padron2022-birth.csv\")\n rows, conservation = population_observations(\n covered, weights, parse_ages(age_path), parse_birth(birth_path)\n )\n income_weights = grid.allocation_weights(\n covered.drop(columns=\"parent_h3\"), admin.sections(2025)\n )\n income_path = download(ine.INCOME_URL, \"ine-income.csv\")\n for value in area_weighted_means(ine.parse_income(income_path), income_weights):\n rows.append(\n dict(\n **metadata(\n value[\"h3\"], value[\"metric_key\"], INCOME_SOURCE, date(2024, 12, 31)\n ),\n value=value[\"value\"],\n )\n )\n household_path = download(DEMOGRAPHY_URL, \"profile-adrh-demography-2024.csv\")\n households, checks = household_observations(household_path, income_weights)\n rows.extend(households)\n conservation.extend(checks)\n school_path = download(EDUCATION_URL, \"profile-gva-schools-20261030.csv\")\n centre_path = download(HEALTH_URL, \"profile-gva-health-centres-20261030.csv\")\n hospital_path = download(HOSPITAL_URL, \"profile-gva-hospitals-20261030.csv\")\n parking_path = download(\n parking_url(194), \"profile-valencia-parkings-20261030.geojson\"\n )\n schools = parse_schools(school_path)\n health = pd.concat(\n [\n parse_health(centre_path, \"health_centre\"),\n parse_health(hospital_path, \"hospital\"),\n ],\n ignore_index=True,\n )\n parkings = gpd.read_file(parking_path).rename(\n columns={\"nombre\": \"name\", \"objectid\": \"id\"}\n )\n parkings[\"id\"] = parkings.id.map(lambda value: \"valencia-parking-\" + str(value))\n parkings[\"ownership\"] = None\n if len(parkings) < 10 or parkings.id.duplicated().any():\n raise ValueError(\"Incomplete public parking inventory\")\n ora = load_ora()\n pbf = download(osm.URL, osm.RAW_NAME)\n cache_path = ROOT / \".cache/profile-pharmacies-20261028.geojson\"\n cache_meta = cache_path.with_suffix(\".json\")\n raw_digest = sha256(pbf)\n expected = dict(parser=\"profile-pharmacy-1\", raw_sha256=raw_digest)\n if (\n cache_path.exists()\n and cache_meta.exists()\n and json.loads(cache_meta.read_text(\"utf-8\"))\n == dict(**expected, sha256=sha256(cache_path))\n ):\n pharmacies = gpd.read_file(cache_path)\n else:\n pharmacies = parse_pharmacies(pbf)\n cache_path.parent.mkdir(parents=True, exist_ok=True)\n pharmacies.to_file(cache_path, driver=\"GeoJSON\")\n cache_meta.write_text(\n json.dumps(dict(**expected, sha256=sha256(cache_path))), \"utf-8\"\n )\n rows.extend(amenity_observations(cells, schools, health, pharmacies, parkings, ora))\n counts = Counter(row[\"metric_key\"] for row in rows)\n known_ora_cells = sum(\n bool(row[\"value_json\"][\"regulated_zone\"][\"known\"])\n for row in rows\n if row[\"metric_key\"] == \"profile_parking\"\n )\n report = dict(\n status=\"PASS-WITH-DOCUMENTED-GAP\",\n data_version=DATA_VERSION,\n observations=len(rows),\n res9_total=len(cells),\n coverage={\n m[\"key\"]: dict(\n rows=counts[m[\"key\"]], cells_fraction=counts[m[\"key\"]] / len(cells)\n )\n for m in METRICS\n },\n gaps=GAPS,\n dates=dict(\n population=\"2022-01-01\",\n income=\"2024-12-31\",\n households_reference=\"2025-01-01\",\n registries_snapshot=\"2026-10-30\",\n osm=\"2026-10-28\",\n ),\n inventories=dict(\n schools=len(schools),\n health_centres=int((health.category == \"health_centre\").sum()),\n hospitals=int((health.category == \"hospital\").sum()),\n pharmacies=len(pharmacies),\n public_parkings=len(parkings),\n ora_segments=len(ora),\n ),\n inventory_scope=(\n \"GVA and OSM regional Comunitat Valenciana inventory; municipal \"\n \"public parkings and ORA. Coverage is calculation availability, \"\n \"not real-world inventory completeness.\"\n ),\n regulated_zone=dict(\n known_cells=known_ora_cells,\n cells_fraction=known_ora_cells / len(cells),\n ora_colors=dict(Counter(ora.color)),\n supported_colors=[\"blue\", \"orange\", \"green\"],\n ),\n max_count_conservation_error=max(v[\"relative_error\"] for v in conservation),\n res9_without_census=len(cells) - len(covered),\n income_method=(\n \"physical EPSG3035 intersection-area weighted mean, strict missing sections\"\n ),\n pharmacy_raw_sha256=raw_digest,\n )\n write_offer(pharmacies, rows, report)\n return rows, report\n\n\ndef write_offer(pharmacies, rows, report):\n \"\"\"ODbL offer only includes pharmacy derivative, never independent INE/GVA.\"\"\"\n content = dict(\n title=\"Base derivada OSM: farmacias próximas a celdas de València\",\n license=\"ODbL-1.0\",\n license_url=\"https://opendatacommons.org/licenses/odbl/1-0/\",\n attribution=\"© OpenStreetMap contributors\",\n source=SOURCES[-1],\n raw_sha256=report[\"pharmacy_raw_sha256\"],\n as_of=osm.AS_OF.isoformat(),\n data_version=DATA_VERSION,\n method_source=Path(__file__).read_text(\"utf-8\"),\n inventory=[\n dict(id=r.id, name=nullable_text(r.name), geometry=mapping(r.geometry))\n for r in pharmacies.to_crs(4326).sort_values(\"id\").itertuples()\n ],\n observations=[r for r in rows if r[\"source_id\"] == PHARMACY_SOURCE],\n )\n EXPORT_PATH.parent.mkdir(parents=True, exist_ok=True)\n EXPORT_PATH.write_text(\n json.dumps(\n content,\n ensure_ascii=False,\n allow_nan=False,\n separators=(\",\", \":\"),\n default=str,\n )\n + \"\\n\",\n \"utf-8\",\n )\n\n\ndef run(connection):\n db.register(connection, SOURCES, METRICS)\n rows, report = prepare(connection)\n db.write_metrics(connection, \"cell_metrics\", rows)\n return report\n\n\ndef main():\n parser = argparse.ArgumentParser(description=\"Z1-04 additive area profile\")\n parser.add_argument(\"--plan\", action=\"store_true\")\n args = parser.parse_args()\n try:\n with db.connect() as connection:\n if args.plan:\n connection.execute(\"SET TRANSACTION READ ONLY\")\n _, report = prepare(connection)\n else:\n connection.execute(\"SELECT pg_advisory_xact_lock(9042026)\")\n report = run(connection)\n target = ROOT / \"reports/area-profile.json\"\n target.write_text(\n json.dumps(report, ensure_ascii=False, indent=2) + \"\\n\", \"utf-8\"\n )\n print(json.dumps(report, ensure_ascii=False, sort_keys=True))\n except Exception as error:\n detail = str(error) if isinstance(error, ValueError) else type(error).__name__\n print(f\"ETL failed: {detail}\", file=sys.stderr)\n return 1\n return 0\n\n\nif __name__ == \"__main__\":\n sys.exit(main())\n","inventory":[{"id":"n10007342494","name":"Farmacia Paula Esplugues Miralles","geometry":{"type":"Point","coordinates":[-0.3310157000000001,39.1476272]}},{"id":"n10009740507","name":"Farmacia Altea la Vella","geometry":{"type":"Point","coordinates":[-0.04471240000000082,38.6304955]}},{"id":"n1003450830","name":null,"geometry":{"type":"Point","coordinates":[-0.3486734,39.7127478]}},{"id":"n10038520457","name":null,"geometry":{"type":"Point","coordinates":[-0.48289039999999983,38.3443545]}},{"id":"n10050018119","name":"Farmacia Plaza Mayor","geometry":{"type":"Point","coordinates":[-0.7946119999999995,38.4779137]}},{"id":"n10073977666","name":"Arce","geometry":{"type":"Point","coordinates":[-0.7862373000000001,38.4772624]}},{"id":"n10085791836","name":"Farmacia Orti","geometry":{"type":"Point","coordinates":[-0.37953390000000053,39.45443429999999]}},{"id":"n10112339671","name":"Farmacia del Teatro","geometry":{"type":"Point","coordinates":[-0.4864909999999999,38.34564479999999]}},{"id":"n10159217071","name":null,"geometry":{"type":"Point","coordinates":[-0.4926052000000002,38.33967940000001]}},{"id":"n10159217072","name":null,"geometry":{"type":"Point","coordinates":[-0.49043899999999935,38.3406968]}},{"id":"n10184693422","name":"Farmacia Julián Albelda Oliver","geometry":{"type":"Point","coordinates":[-0.3692049999999998,39.45870119999999]}},{"id":"n10184693423","name":"Farmacia Álvarez","geometry":{"type":"Point","coordinates":[-0.3744378000000015,39.458513399999994]}},{"id":"n10184693424","name":"Farmacia Velázquez Luján","geometry":{"type":"Point","coordinates":[-0.37357640000000053,39.455141699999984]}},{"id":"n10184693425","name":"Farmacia Bosch","geometry":{"type":"Point","coordinates":[-0.3739075999999998,39.456832]}},{"id":"n10189290353","name":"Farmàcia Politècnic","geometry":{"type":"Point","coordinates":[-0.34309939999999967,39.4818431]}},{"id":"n10242501324","name":"Farmacia Moreno Zorrilla","geometry":{"type":"Point","coordinates":[-0.74666,39.9824777]}},{"id":"n10249368401","name":"Lda. Ángela Vicente López","geometry":{"type":"Point","coordinates":[-0.7105356000000002,38.278016699999995]}},{"id":"n10249427935","name":null,"geometry":{"type":"Point","coordinates":[0.16301149999999867,38.7892402]}},{"id":"n10262805917","name":"Pérez Pino","geometry":{"type":"Point","coordinates":[-0.43718810000000125,39.19045590000001]}},{"id":"n10262806401","name":"Niclós Gutiérrez","geometry":{"type":"Point","coordinates":[-0.43906549999999966,39.191471099999994]}},{"id":"n10285338608","name":"Farmacia Rosa María Rubio Gabaldón","geometry":{"type":"Point","coordinates":[-0.34029150000000036,39.55334669999999]}},{"id":"n10295107715","name":"Farmacia Puchades","geometry":{"type":"Point","coordinates":[-0.365703500000001,39.456876799999996]}},{"id":"n10300474456","name":"Espacio salud - Farmacia Antonio José Martinez Mateo","geometry":{"type":"Point","coordinates":[-0.9437226000000005,38.0868953]}},{"id":"n10303502670","name":null,"geometry":{"type":"Point","coordinates":[-0.37123520000000115,39.44733289999999]}},{"id":"n10306989638","name":"Resurrección Belmonte López","geometry":{"type":"Point","coordinates":[-0.9443397000000009,38.08588249999999]}},{"id":"n10314636971","name":"Farmacia Genovés","geometry":{"type":"Point","coordinates":[-0.35115169999999946,39.4597792]}},{"id":"n10314775571","name":"Farmacia Gran Via Pizarro","geometry":{"type":"Point","coordinates":[-0.37155030000000056,39.466453900000005]}},{"id":"n10315303332","name":"Farmacia Santa Justa","geometry":{"type":"Point","coordinates":[-0.9494957999999991,38.0855395]}},{"id":"n10537994293","name":"Farmacia Lozoya Albiñana","geometry":{"type":"Point","coordinates":[-0.11551079999999958,38.9488386]}},{"id":"n10544302094","name":"Farmacia-Ortopedia Mª Salomé Martínez Pastor","geometry":{"type":"Point","coordinates":[0.1806832000000011,38.79265449999999]}},{"id":"n10563067144","name":null,"geometry":{"type":"Point","coordinates":[-0.3642165999999985,38.730227000000006]}},{"id":"n10568500898","name":null,"geometry":{"type":"Point","coordinates":[-0.3155272999999995,38.723633099999994]}},{"id":"n1057347009","name":null,"geometry":{"type":"Point","coordinates":[-0.16385660000000127,38.5326947]}},{"id":"n10582475303","name":"Farmacia Amaya Lucia Giner Nadal","geometry":{"type":"Point","coordinates":[-0.23249730000000024,38.5027578]}},{"id":"n10585122485","name":"Maestro Alonso 156","geometry":{"type":"Point","coordinates":[-0.48417160000000076,38.3636967]}},{"id":"n10585295820","name":"Farmacia del Mar","geometry":{"type":"Point","coordinates":[-0.4084483000000001,38.3897585]}},{"id":"n105865399","name":"Farmacia del Treda","geometry":{"type":"Point","coordinates":[-0.39641490000000135,39.4951529]}},{"id":"n10589754298","name":"Farmacia Jérica","geometry":{"type":"Point","coordinates":[-0.5697594999999995,39.9119513]}},{"id":"n10623124430","name":"Farmacia Atzavares","geometry":{"type":"Point","coordinates":[-0.6114949000000005,38.299093199999994]}},{"id":"n106329151","name":"Farmacia Castejon","geometry":{"type":"Point","coordinates":[-0.40310139999999983,39.451077]}},{"id":"n106332574","name":null,"geometry":{"type":"Point","coordinates":[-0.4031130000000006,39.453284]}},{"id":"n10665631752","name":"Farmacia","geometry":{"type":"Point","coordinates":[-0.7360970999999995,37.928990199999994]}},{"id":"n10686357575","name":"Farmacia Ortopedia Arenós","geometry":{"type":"Point","coordinates":[-0.06663410000000052,39.94379620000001]}},{"id":"n106914705","name":"Farmacia Vidal Simeón","geometry":{"type":"Point","coordinates":[-0.37669050000000043,39.45431309999999]}},{"id":"n10707893328","name":"Farmacia Guinot Corell","geometry":{"type":"Point","coordinates":[0.011682900000000407,39.975605900000005]}},{"id":"n10720634685","name":"Trébol Farmacias","geometry":{"type":"Point","coordinates":[-0.38414210000000165,39.47177949999999]}},{"id":"n10721831965","name":null,"geometry":{"type":"Point","coordinates":[-0.07143230000000028,40.04062139999999]}},{"id":"n10723891555","name":null,"geometry":{"type":"Point","coordinates":[-0.41358240000000074,38.397855899999996]}},{"id":"n107394279","name":null,"geometry":{"type":"Point","coordinates":[-0.37165899999999946,39.4534251]}},{"id":"n10743278564","name":"Farmacia Gómez Sanjuán - ModeFarma","geometry":{"type":"Point","coordinates":[-0.6297419000000007,39.09598870000001]}},{"id":"n10826676613","name":"Farmacia Lda. 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