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4e28f7c dcb24ca 4e28f7c dcb24ca 4e28f7c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 | """Constrói uma base SQLite de geografia administrativa a partir da Malha Municipal do IBGE.
Uso local:
python scripts/build_ibge_sqlite.py --download
Uso com arquivos já baixados:
python scripts/build_ibge_sqlite.py --municipios reference/downloads/BR_Municipios_2025.zip --ufs reference/downloads/BR_UF_2025.zip --pais reference/downloads/BR_Pais_2025.zip
Saída padrão:
reference/ibge_geography.sqlite
Dependência: pyshp (pacote PyPI: pyshp; import: shapefile).
A base usa geometria serializada em JSON e índice por bounding box para validação rápida sem PostGIS.
"""
from __future__ import annotations
import argparse
import json
import re
import sqlite3
import tempfile
import unicodedata
import urllib.request
import zipfile
from datetime import datetime, timezone
from pathlib import Path
from typing import Any
try:
import shapefile # type: ignore
except ImportError as exc: # pragma: no cover
raise SystemExit("Instale a dependência pyshp: pip install pyshp") from exc
IBGE_YEAR = "2025"
IBGE_BASE = "https://geoftp.ibge.gov.br/organizacao_do_territorio/malhas_territoriais/malhas_municipais/municipio_2025/Brasil"
DEFAULT_MUNICIPIOS_URL = f"{IBGE_BASE}/BR_Municipios_{IBGE_YEAR}.zip"
DEFAULT_UFS_URL = f"{IBGE_BASE}/BR_UF_{IBGE_YEAR}.zip"
DEFAULT_PAIS_URL = f"{IBGE_BASE}/BR_Pais_{IBGE_YEAR}.zip"
UF_NAMES = {
"AC": "Acre", "AL": "Alagoas", "AP": "Amapá", "AM": "Amazonas", "BA": "Bahia",
"CE": "Ceará", "DF": "Distrito Federal", "ES": "Espírito Santo", "GO": "Goiás",
"MA": "Maranhão", "MT": "Mato Grosso", "MS": "Mato Grosso do Sul", "MG": "Minas Gerais",
"PA": "Pará", "PB": "Paraíba", "PR": "Paraná", "PE": "Pernambuco", "PI": "Piauí",
"RJ": "Rio de Janeiro", "RN": "Rio Grande do Norte", "RS": "Rio Grande do Sul",
"RO": "Rondônia", "RR": "Roraima", "SC": "Santa Catarina", "SP": "São Paulo",
"SE": "Sergipe", "TO": "Tocantins",
}
UF_CODES = {
"11": "RO", "12": "AC", "13": "AM", "14": "RR", "15": "PA", "16": "AP", "17": "TO",
"21": "MA", "22": "PI", "23": "CE", "24": "RN", "25": "PB", "26": "PE", "27": "AL", "28": "SE", "29": "BA",
"31": "MG", "32": "ES", "33": "RJ", "35": "SP",
"41": "PR", "42": "SC", "43": "RS",
"50": "MS", "51": "MT", "52": "GO", "53": "DF",
}
COUNTRY_ALIASES = {"brasil", "brazil", "br", "brasilia?"}
def norm(value: Any) -> str:
text = "" if value is None else str(value)
text = unicodedata.normalize("NFKD", text)
text = "".join(ch for ch in text if not unicodedata.combining(ch))
text = text.lower().strip()
text = re.sub(r"[^a-z0-9]+", " ", text)
return re.sub(r"\s+", " ", text).strip()
def download(url: str, output: Path) -> Path:
output.parent.mkdir(parents=True, exist_ok=True)
print(f"Baixando: {url}")
urllib.request.urlretrieve(url, output)
return output
def extract_zip(archive: Path, outdir: Path) -> Path:
print(f"Extraindo: {archive}")
outdir.mkdir(parents=True, exist_ok=True)
with zipfile.ZipFile(archive) as zf:
zf.extractall(outdir)
return outdir
def find_shp(path: Path) -> Path:
shps = sorted(path.rglob("*.shp"))
if not shps:
raise FileNotFoundError(f"Nenhum .shp encontrado em {path}")
# Preferir arquivo principal; evitar xml/auxiliares não se aplica a .shp, mas mantemos determinístico.
return shps[0]
def fields(reader: Any) -> list[str]:
return [f[0] for f in reader.fields[1:]]
def rec_get(record: dict[str, Any], candidates: list[str]) -> Any:
lowered = {k.lower(): k for k in record.keys()}
for cand in candidates:
key = lowered.get(cand.lower())
if key is not None:
return record.get(key)
return None
def shape_to_rings(shape: Any) -> list[list[list[float]]]:
pts = shape.points
parts = list(shape.parts) + [len(pts)]
rings: list[list[list[float]]] = []
for i in range(len(parts) - 1):
start, end = parts[i], parts[i + 1]
ring = [[float(x), float(y)] for x, y in pts[start:end]]
if len(ring) >= 4:
rings.append(ring)
return rings
def init_db(db_path: Path) -> sqlite3.Connection:
db_path.parent.mkdir(parents=True, exist_ok=True)
if db_path.exists():
db_path.unlink()
con = sqlite3.connect(db_path)
con.execute("PRAGMA journal_mode=OFF")
con.execute("PRAGMA synchronous=OFF")
con.execute("PRAGMA temp_store=MEMORY")
con.executescript(
"""
CREATE TABLE reference_metadata (
key TEXT PRIMARY KEY,
value TEXT
);
CREATE TABLE ibge_admin (
id INTEGER PRIMARY KEY AUTOINCREMENT,
level TEXT NOT NULL,
code TEXT,
name TEXT NOT NULL,
norm_name TEXT NOT NULL,
uf_code TEXT,
uf_sigla TEXT,
uf_name TEXT,
norm_uf_name TEXT,
min_lon REAL NOT NULL,
min_lat REAL NOT NULL,
max_lon REAL NOT NULL,
max_lat REAL NOT NULL,
geom_json TEXT NOT NULL
);
CREATE INDEX idx_ibge_admin_level_name ON ibge_admin(level, norm_name);
CREATE INDEX idx_ibge_admin_level_uf ON ibge_admin(level, uf_sigla, norm_name);
CREATE INDEX idx_ibge_admin_bbox ON ibge_admin(level, min_lon, max_lon, min_lat, max_lat);
CREATE TABLE ibge_state_alias (
alias TEXT PRIMARY KEY,
uf_sigla TEXT NOT NULL,
uf_name TEXT NOT NULL,
uf_code TEXT
);
"""
)
return con
def insert_metadata(con: sqlite3.Connection, **items: Any) -> None:
for key, value in items.items():
con.execute(
"INSERT OR REPLACE INTO reference_metadata(key, value) VALUES (?, ?)",
(key, str(value) if value is not None else None),
)
def insert_state_aliases(con: sqlite3.Connection) -> None:
for uf, name in UF_NAMES.items():
code = next((c for c, sigla in UF_CODES.items() if sigla == uf), None)
aliases = {uf, uf.lower(), name, norm(name)}
for alias in aliases:
con.execute(
"INSERT OR REPLACE INTO ibge_state_alias(alias, uf_sigla, uf_name, uf_code) VALUES (?, ?, ?, ?)",
(norm(alias), uf, name, code),
)
def import_admin(con: sqlite3.Connection, zip_path: Path, level: str) -> int:
with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as tmp:
extract_dir = extract_zip(zip_path, Path(tmp) / level)
shp = find_shp(extract_dir)
print(f"Lendo {level}: {shp.name}")
reader = shapefile.Reader(str(shp), encoding="utf-8")
names = fields(reader)
total = 0
for sr in reader.iterShapeRecords():
record = dict(zip(names, list(sr.record)))
shape = sr.shape
rings = shape_to_rings(shape)
if not rings:
continue
min_lon, min_lat, max_lon, max_lat = [float(v) for v in shape.bbox]
if level == "municipality":
code = rec_get(record, ["CD_MUN", "CD_GEOCMU", "GEOCODIGO", "CD_GEOCODI"])
name = rec_get(record, ["NM_MUN", "NM_MUNICIP", "NOME", "NM_NOME"])
uf_sigla = rec_get(record, ["SIGLA_UF", "UF", "NM_UF_SIGLA"])
uf_code = rec_get(record, ["CD_UF", "GEOCUF"])
if not uf_sigla and code:
uf_sigla = UF_CODES.get(str(code)[:2])
if not uf_sigla and uf_code:
uf_sigla = UF_CODES.get(str(uf_code).zfill(2))
uf_sigla = str(uf_sigla).upper() if uf_sigla else None
uf_name = UF_NAMES.get(uf_sigla or "")
elif level == "state":
code = rec_get(record, ["CD_UF", "GEOCODIGO", "CD_GEOCUF"])
name = rec_get(record, ["NM_UF", "NOME", "NM_NOME"])
uf_sigla = rec_get(record, ["SIGLA_UF", "UF"])
if not uf_sigla and code:
uf_sigla = UF_CODES.get(str(code).zfill(2))
uf_sigla = str(uf_sigla).upper() if uf_sigla else None
uf_name = str(name) if name else UF_NAMES.get(uf_sigla or "")
code = str(code).zfill(2) if code is not None else None
else: # country
code = rec_get(record, ["CD_PAIS", "CD_GEOCODI", "GEOCODIGO"])
name = rec_get(record, ["NM_PAIS", "NOME", "NM_NOME"])
uf_sigla = None
uf_code = None
uf_name = None
if not name:
continue
con.execute(
"""
INSERT INTO ibge_admin(
level, code, name, norm_name, uf_code, uf_sigla, uf_name, norm_uf_name,
min_lon, min_lat, max_lon, max_lat, geom_json
) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
""",
(
level,
str(code) if code is not None else None,
str(name),
norm(name),
str(locals().get("uf_code")).zfill(2) if locals().get("uf_code") is not None and str(locals().get("uf_code")).strip() else None,
uf_sigla,
uf_name,
norm(uf_name),
min_lon,
min_lat,
max_lon,
max_lat,
json.dumps(rings, ensure_ascii=False, separators=(",", ":")),
),
)
total += 1
if total % 500 == 0:
con.commit()
print(f" {level}: {total}")
con.commit()
return total
def main() -> None:
parser = argparse.ArgumentParser()
parser.add_argument("--download", action="store_true")
parser.add_argument("--municipios", type=Path)
parser.add_argument("--ufs", type=Path)
parser.add_argument("--pais", type=Path)
parser.add_argument("--output", type=Path, default=Path("reference/ibge_geography.sqlite"))
parser.add_argument("--year", default=IBGE_YEAR)
args = parser.parse_args()
downloads = Path("reference/downloads")
if args.download:
municipios = download(DEFAULT_MUNICIPIOS_URL, downloads / f"BR_Municipios_{IBGE_YEAR}.zip")
ufs = download(DEFAULT_UFS_URL, downloads / f"BR_UF_{IBGE_YEAR}.zip")
pais = download(DEFAULT_PAIS_URL, downloads / f"BR_Pais_{IBGE_YEAR}.zip")
else:
if not args.municipios or not args.ufs:
raise SystemExit("Informe --download ou --municipios e --ufs")
municipios = args.municipios
ufs = args.ufs
pais = args.pais
con = init_db(args.output)
insert_state_aliases(con)
muni_total = import_admin(con, municipios, "municipality")
state_total = import_admin(con, ufs, "state")
country_total = import_admin(con, pais, "country") if pais and pais.exists() else 0
insert_metadata(
con,
geography_mode="ibge_sqlite",
source="IBGE Malha Municipal Digital",
source_url=DEFAULT_MUNICIPIOS_URL,
source_version=args.year,
created_at_utc=datetime.now(timezone.utc).isoformat(),
municipality_count=muni_total,
state_count=state_total,
country_count=country_total,
)
con.commit()
con.close()
print(f"SQLite criado: {args.output}")
print(f"Municípios/áreas municipais: {muni_total}")
print(f"UFs: {state_total}")
print(f"País: {country_total}")
if __name__ == "__main__":
main()
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